She cheered for her favorite horse.

She is a teacher's pet.

He is always partial to the company of girls.

I think your favourite actress is in it.

It is not fitting for a teacher to overly favor certain pupils over others.

That Hawaiian restaurant is a favorite with locals in Boston, but it's also frequented by Finns and Japanese.