Shapley additive explanations [analysis](English)

• a game-theoretic approach to explain the output of any machine learning model. By calculating how much each individual feature contributes to a prediction, it brings transparency and interpretability to complex black-box models
• KAMILA, MACCE, ML, NIDCM, WHF
• Machine learning, Risk factor, Cardiology, Model(ing)
• https://doi.org…jci/jeac141.010
• 10.1080/07853890.2026.2667587