"northeast" should only be capitalized when it refers to a specific, recognized geographical region or a proper noun.when used as a direction, it is not capitalized .ex:
They drove northeast for two hours.
when it is part of a proper noun or referring to a specific region, it should be capitalized. ex:
He lives in the Northeast of England.