Step 1: The question asks for the single incorrect fact, so scan each option for an error.
Step 2: Embryology is the trap. Only the epidermis arises from surface ectoderm; the dermis develops from mesoderm (and neural crest in the head region). Any option claiming the dermis is ectodermal is wrong.
Step 3: Checking the rest: the skin really is about 15% of body weight, keratinocytes really are the majority epidermal cell line of ectodermal origin, and dermal collagen really is predominantly types 1 and 3. All true.
Step 4: The only false statement is that both dermis and epidermis come from ectoderm, so that is the answer.
\[\boxed{\text{Both dermis and epidermis from ectoderm (false)}}\]