I agree with @MysteryChicken. I think that the RIR hens you have are actually Red Sex-links. I believe Red Sex-links actually carry a dominant white gene (if I am wrong, please correct me someone).
So, I think that all the white ones and the reddish-brown one are from that cross. But I don't...