Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals

Gregory Yampolsky, Dhruv Desai, Mingshu Li +2

The explainability of black-box machine learning algorithms, commonly known as Explainable Artificial Intelligence (XAI), has become crucial for financial and other regulated indus…