evidence vs presume

evidence is a noun but presume is not a noun.

Word	Noun	Adjective	Verb	Adverb
evidence	Yes	No	Yes	No
presume	No	No	Yes	No

As verbs, presume is a hyponym of evidence; that is, presume is a word with a more specific, narrower meaning than evidence:

Other hyponyms of evidence include attest, certify, demonstrate, evidence, manifest, abduce, adduce, cite.

evidence (noun)	presume (noun)
your basis for belief or disbelief; knowledge on which to base belief
(law) all the means by which any alleged matter of fact whose truth is investigated at judicial trial is established or disproved
an indication that makes something evident

evidence (verb)	presume (verb)
provide evidence for; stand as proof of; show by one's behavior, attitude, or external attributes	take liberties or act with too much confidence
provide evidence for	take to be the case or to be true; accept without verification or proof
give evidence	constitute reasonable evidence for
	take upon oneself; act presumptuously, without permission