mistress

noun

1.
an adulterous woman; a woman who has an ongoing extramarital sexual relationship with a man
fancy woman kept woman
2.
a woman schoolteacher (especially one regarded as strict)
schoolma'am schoolmarm schoolmistress
3.
a woman master who directs the work of others