Is 'yellow cake' regional?

It sounds like another dumbass Midwest thing

Correct, that is an accurate description of what this is, but are you calling this?

it's a chocolate cake
the yellow is the base of many other cakes so it doesn't matter it's yellow, it is because of the eggs

Thread is weeding out the whites