Is it, though?
Your entire body and brain is a complex and messy chemical reaction.
The opening sentence of the wikipedia article on addiction currently reads: "Addiction is a neuropsychological disorder characterized by a persistent and intense urge to use a drug or engage in a behavior that produces natural reward, despite substantial harm and other negative consequences."
The page then lists "eating or food addiction" as examples, with food addiction being its own entire page.