Explanation faithfulness
A measure of whether the stated reasons actually influenced the decision, tested by removing the stated reason from the input and checking whether the decision changes.
Source: Neuro-Symbolic Artificial Intelligence for Secure, Explainable, and Intelligent Banking and FinTech Systems: Fraud Detection, Credit Risk, Financial Forecasting, and Transaction Security (Academic research) · p.12
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