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Local model explanation by the Shapley Additive Explanations (SHAP) method. (A) Non-survival patient. (B) Survival patient. Each patient is represented by the x-axis, while the feature contribution is represented by the y-axis: an increased red part for each individual patient represents a greater probability toward the decision of “Non-survival”.
