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Related Questions
- How do SHAP values and feature importance help in understanding a model's predictions?
- What is the difference between SHAP values and feature importance, and how can they be used together?
- Can you provide an example of how SHAP values and feature importance can be used together to explain a model's predictions for a specific dataset?
- How can SHAP values help identify feature interactions that affect a model's predictions?
- Can you walk me through an example of how to calculate SHAP values and feature importance for a simple linear regression model?
- What are some common pitfalls to avoid when using SHAP values and feature importance together to interpret a model's predictions?
- How can SHAP values and feature importance be used together to identify the most important features for a specific prediction or outcome?
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