Methods like SHAP, LIME and permutation importance can disagree. Disagreements can but don't have to hint at problems.
How to Deal With Disagreeing Interpretations
How to Deal With Disagreeing Interpretations
How to Deal With Disagreeing Interpretations
Methods like SHAP, LIME and permutation importance can disagree. Disagreements can but don't have to hint at problems.