Fig. 8: Post-hoc explanations offered by XAI approach99.
From: Towards next-gen smart manufacturing systems: the explainability revolution
SHAP-based post-hoc explanations for the stacked ensemble prediction of CA for a given process parameter combination (power = 20 W; pitch = 130 μm; time = 0.4 s) are illustrated. Various forms of explanations offered include local and global feature contribution visualizations, as well as partial dependence plots.
