model-agnostic Feature Importance
Alternative for Non-Linear Models
If you’re working with non-linear models or want a approach, consider:
- Mutual Information:
mutual_info_regression(non-parametric) - Permutation Importance: Model-agnostic
- SHAP or LIME: For Model Interpretability