SHAP Values — Roadmap Step & Resources
A game-theory-based approach to explaining individual predictions consistently
- Level: advanced
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Study resources
- SHAP Documentation (Article) — The official SHAP documentation, the standard tool for model interpretability.
- SHAP Values Explained Exactly How You Wished Someone Explained to You (Video) — A widely-referenced, clear explanation of how SHAP values work.
Part of
- Model Interpretability & Explainability — section
- Machine Learning roadmap — the full learning path