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. 2022 Feb 22;3(4):100452. doi: 10.1016/j.patter.2022.100452

Figure 3.

Figure 3

Visual summary of MIMIC study results from SHAP-ShapleyVIC framework, part I: SHAP analysis of the optimal model

(A) The optimal logistic regression model, where high variance inflation factors (VIF >2) suggested strong correlation for some variables (indicated by gray).

(B) Variable ranking based on mean absolute SHAP values from the optimal model.

(C) SHAP values (represented by dots) indicate variable contributions to individual predictions.