GlobalExplainers
All registered GlobalExplainer components in DashAI.
| Name | Description |
|---|---|
| PartialDependence | Global explainer that shows how the model's average prediction changes with each feature. |
| PermutationFeatureImportance | Global explainer that ranks features by the drop in model performance when permuted. |
| RegressionPartialDependence | Partial dependence curves for regression models. |
| RegressionPermutationFeatureImportance | Global permutation feature importance for regression models. |