Fig. 5From: Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR dataExample Personal Interpretation of Medical codes: The X-axis extends from -1 to 1, indicating the extent and direction of influence on the result. Positive contributions are signified by yellow, while negative influences are denoted by blue. The Y-axis lists medical codes in order of significanceBack to article page