Interpretability explainable AI (XAI)
noun
Definition: The ability to explain or present an ML model’s reasoning in terms understandable to humans [Bakanach 2023/2024].
Example in context: “Moreover, further developments in XAI techniques can enhance the interpretability of ML models, enabling clinicians to understand the rationale behind algorithmic decisions.”[Khan et al. 2024]
Related terms: explainability, transparency, XAI