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Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses

Fig 9

LIME explanation for Tawam Dataset case.

Sample 49 showing non-CKD prediction dominated by excellent eGFR protection, consistent with SHAP’s cardiovascular-renal emphasis.

Fig 9

doi: https://doi.org/10.1371/journal.pone.0343205.g009