Model interpretability of financial fraud detection by group SHAP

With the emergence of artificial intelligence, related technologies have gradually been deployed for the management of corporate financial risk, which is one of the utmost concerns for financial institutions. Especially, it appears from the previous attempts that the artificial intelligence models for financial risk detection show a decent performance on fraudulent firm recall. However, these models, as a black box prediction, lack the