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doi: 10.1016/j.biochi.2021.09.007 37 GuanCXuWHongWZhouMLinFFuLet al

2.8 Model explainability To explain the model's behavior, the SHAP algorithm was used to analyze the feature importance and present the contribution of each feature to the ML model's predictions ( 2.9 Application of the online prediction system For clinical application, we developed an online warning platform that incorporates the top 10 clinically significant predictive features identified by the optimized ML models

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