fig4

Identifying determinants of γ' phase coarsening behavior in Co/CoNi-based superalloys with explainable artificial intelligence (XAI)

Figure 4. (A) Ranked mean absolute value of SHAP values of seven SBS-selected CPAE features using XGBC model for Kcla. The SHAP values (negative in cyan, positive in orange) of (B) T, (C) E, (D) EN, (E) r, (F) cTi, (G) σr, and (H) σEN for every one of the data. SHAP: Shapley Additive Explanation; SBS: sequential backward selector; CPAE: constituent elements, processing parameters, and atomic and electronic properties; XGBC: XGBoost classifier.

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