1660s, from un- (1) "not" + mistake (v.) + -able. Related: Unmistakably.
his opposition to slavery was unmistakable
unmentionable
unmerciful
unmerited
unmet
unmindful
unmistakable
unmitigated
unmodified
unmolested
unmoor
unmotivated