> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.umnai.com/concepts/explanation-concepts/local-explanations/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.umnai.com/_mcp/server.

# Local explanations

## Docs

- [Local explanations](https://docs.umnai.com/concepts/explanation-concepts/local-explanations/overview.md): Understand why a model produced a specific prediction.
- [Predictions and attributions](https://docs.umnai.com/concepts/explanation-concepts/local-explanations/predictions-and-attributions.md): Understand how predictions are built from module and feature contributions.
- [Decision action table](https://docs.umnai.com/concepts/explanation-concepts/local-explanations/decision-action-table.md): Understand rules, activations, and attributions in a single local explanation table.
- [Strengths and weaknesses](https://docs.umnai.com/concepts/explanation-concepts/local-explanations/strengths-and-weaknesses.md): Understand confidence-related signals for an individual prediction.