1580s, "untrained," from un- (1) "not" + past participle of school (v.). A verb unschool is attested from 1820.
unsatisfactory
unsatisfied
unsaturated
unsavory
unscathed
unschooled
unscramble
unscriptural
unscrupulous
unseal
unsearchable