SHAP vs. LIME: Understanding AI Explainability and Model Interpretability
Artificial Intelligence (AI) is transforming industries by enabling smarter decision-making and automation. However, as AI systems grow more complex, they often become "black boxes"—opaque systems whose decisions are difficult to interpret. This lack of transparency raises significant con…