Timely and precise evaluation of any health-related issue is crucial for both sickness prevention and treatment. When dealing with a significant issue, the conventional diagnostic approach might not be the most effective. A more accurate diagnosis than the traditional approach may be possible with the development of a medical diagnosis system based on Machine Learning (ML) algorithms for the prediction of any disease