It needs to have the chocolate color. If you can only find chocolate in one breed, use that one.
If you have a choice of chocolate breeds, look for the one that is most like a Houdan (body size & shape, crest, comb type, egg color, etc.)
If your Houdans have flaws, this might be a chance to...