Feature Model Importance Contribution to Model Impact on Robustness Stability Score In Optimal Subset
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Understanding Feature Contributions

Model Importance: The relative importance of the feature in the model's predictions
Contribution to Model: How the feature affects the model's output (positive or negative direction)
Impact on Robustness: How much the feature affects model robustness when perturbed
Stability Score: How consistently the feature behaves across different perturbation levels (higher is better)