✅ This has reproducible machine learning experiments evaluating the reliability & robustness of malaria risk prediction models nationwide and seasons in Ghana using large-scale public health data. The work analyzes performance, identifies context-driven failures, context-aware model variants to improve reliability under real-world data constraints