COMPEL Glossary / xai-techniques
XAI Techniques
XAI techniques are specific methods making AI decisions interpretable including SHAP values, LIME, attention visualization, feature importance, and counterfactual explanations.
What this means in practice
Each provides different lenses on model behavior at global or local levels. For organizations, technique selection depends on audience, risk level, and model type. In COMPEL, selection is part of governance architecture design in Module 3.4.