fig5

Stacked machine learning for accurate and interpretable prediction of MXenes’ work function

Figure 5. SHAP value analysis of feature importance. (A) SVR model; (B) KNR model; (C) LR model; and (D) Proportional contributions of descriptor categories across models. SHAP: SHapley Additive exPlanations; SVR: support vector regression; KNR: k-nearest neighbors regression; LR: linear regression.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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