---
metadata:
  - name: generator
    content: Diplodoc Platform v5.50.3
alternate:
  - https://catboost.ai/docs/en/concepts/model-analysis.md
---
> **Documentation Index:** Fetch the complete configuration index at https://catboost.ai/docs/en/llms.txt

# Model analysis

CatBoost provides the following model analysis tools:

- [Feature importance](https://catboost.ai/docs/en/concepts/fstr.md)
- [ShapValues](https://catboost.ai/docs/en/concepts/shap-values.md)
- [Feature analysis charts](https://catboost.ai/docs/en/concepts/feature-analysis-graph.md)
- [Feature interaction](https://catboost.ai/docs/en/concepts/feature-interaction.md)

- [Object importance](https://catboost.ai/docs/en/concepts/ostr.md)