This report presents the robustness analysis of the model against data perturbations.
Model: Test Type
Date: 2025-04-21 17:45:12
82%
Excellent resistance to perturbations
This section shows how the model's performance changes under different perturbation levels.
Comparison of robustness between different models (if available).
Model | Base Score | Robustness Score | Raw Impact | Quantile Impact |
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Perturbation Level | Base Score | Perturbed Score | Impact | Worst Score |
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Detailed analysis of the model's performance under different perturbation types and levels.
Distribution of model performance under different perturbation levels.
Analysis of how each feature contributes to model robustness.
Feature | Robustness Impact | Model Importance |
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Analysis of model features and their relationship to robustness.