Science LIME generates perturbed samples around a specific data point to observe output variations. Steven HaynesApril 29, 2026May 22, 20260 Demystifying LIME: How Local Interpretable Model-Agnostic Explanations Bridge the Black-Box Gap Introduction In the modern era of machine learning, we…