---
metadata:
  - name: generator
    content: Diplodoc Platform v5.54.5
alternate:
  - https://catboost.ai/docs/en/concepts/output-data_feature-analysis.md
  - href: en/concepts/output-data_feature-analysis.md
    type: text/markdown
    title: Markdown version
  - href: ../llms.txt
    type: text/markdown
    title: llms.txt
---
> **Documentation Index:** Fetch the complete configuration index at https://catboost.ai/docs/en/llms.txt

# Feature analysis

The form at depends on the feature importance type:
- [Feature importance](https://catboost.ai/docs/en/concepts/output-data_feature-analysis_feature-importance.md)
- [Feature interaction strength](https://catboost.ai/docs/en/concepts/output-data_feature-analysis_feature-interaction-strength.md)
- [ShapValues](https://catboost.ai/docs/en/concepts/output-data_feature-analysis_shap-values.md)