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Related Questions
- What are feature importance scores, and how are they calculated in machine learning models?
- Can you explain the difference between permutation importance and SHAP values in feature importance scores?
- How can we use feature importance scores to identify the most influential features in a complex model with many interactions?
- What are some common pitfalls to avoid when interpreting feature importance scores, and how can we ensure their accuracy?
- Can you provide an example of how to use feature importance scores to identify the most important features in a decision tree model?
- How can we use feature importance scores to identify feature correlations and dependencies in a complex model?
- What are some techniques for feature selection based on feature importance scores, and how can we use them to improve model performance?
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