This research paper compares two Explainable Artificial Intelligence (XAI) techniques, LIME and SHAP, to understand how machine learning models make predictions. It also discusses their advantages, limitations, and evaluation methods to improve transparency, reliability, and trust in AI systems.
No takes yet. Share an insight, caveat, or question.
Snehal Patil (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: