# Model insights
URL: https://docs.datarobot.com/en/docs/api/dev-learning/python/modeling/insights/index.html

> Information to help you easily navigate the process of building, understanding, and analyzing models.

# Model insights

The Modeling section provides information to help you easily navigate the process of building, understanding, and analyzing models.

| Resource | Description |
| --- | --- |
| Prediction explanations | Retrieve prediction explanations for DataRobot models. |
| SHAP insights | Use SHAP (SHapley Additive exPlanations) insights for explaining model predictions. |
| Model performance insights | Compute and retrieve ROC curves, lift charts, and residuals for DataRobot models. |
| Automated documentation | Generate and manage automated documentation for DataRobot models and projects. |
| External testset | Test models with external datasets to evaluate performance and compute metric scores. |
| Rating table | DWownload and upload rating tables for Generalized Additive Models. |

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