Model Explainability - SHAP vs. LIME vs. Permutation Feature Importance

Explaining the way I wish someone explained to me. My 90-year-old grandmother will understand this

Lan Chu
Towards AI
Published in
11 min readJul 22, 2022

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Photo by Hồ Ngọc Hải on Unsplash

Interpreting complex models helps us understand how and why a model reaches a decision and which features were important in reaching that conclusion, which will aid in overcoming…

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