A novel approach for accurate disease prediction: Application to heart and liver diseases

The developed hybrid model has enhanced prediction accuracy irrespective of sample size and effectively handles both balanced and imbalanced data, reducing the need to identify suitable balancing techniques. Improved efficiency can help with early detection, better decision-making, and improved health systems.