🔍 Model Interpretability in Machine Learning: SHAP & LIME

Jul 26, 2025 · 3 min read · 🧠 Introduction As machine learning models become more complex, understanding how and why a model makes predictions is critical. This is where model interpretability comes in. Tools like SHAP and LIME offer insights into model decisions, especially w...