Identifying and repairing model drift Performance loss in AI models comes in three flavors. Concept drift entails changes in the characteristics of the dependent variable.

Further, emerging strategies employing fuzzy formal concept analysis have enabled more nuanced drift detection, particularly in complex scenarios such as fake news identification [3].