Predicting disease outbreaks is crucial for public health as it helps in early warning and preparedness. Early predictions enable health authorities to allocate resources, implement control measures, and mitigate the impact on populations. Effective prediction can significantly reduce the morbidity and mortality associated with infectious diseases.