Xai, Iml, AI, Explainable Ai, Interpretability.
tell you that the prediction can change if you change a certain attribute. Interpretability is the ability to predict output for a change in input or algorithmic parameter, but it will not tell you the reason why. Explainability, on the other hand, seeks to give human-understandable nitty-gritty of