Classifying carcinogens is essential for public health policy and cancer prevention strategies. It helps in identifying high-risk substances and exposures, guiding regulations and recommendations to minimize exposure. For instance, the identification of tobacco smoke as a carcinogen led to public health campaigns and regulations that significantly reduced smoking rates and associated cancer risks.