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

Figure 2.

Figure 2

Visual summary of recidivism prediction study results from SHAP-ShapleyVIC framework, part II: ShapleyVIC analysis of nearly optimal models

(A) ShapleyVIC suggested non-significant overall importance for race after accounting for the variability in variable importance across the 350 nearly optimal models.

(B) Distribution of variable importance (indicated by the shape of violin plots) and the corresponding model performance (indicated by color) to complement inference on average ShapleyVIC values.