See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.
Scanned 2/12/2026
Install to Claude Code
Skills Directorynpx -y skills add majiayu000/claude-skill-registry --skill confidence-scoring --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Confidence Scoring?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/majiayu000-confidence-scoring)More formats (shields.io, HTML) on the badges page.
---
name: Confidence Scoring
description: See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.
---
# Confidence Scoring
This skill is covered in detail in the main **Model Explainability** skill.
Please refer to: `44-ai-governance/model-explainability/SKILL.md`
That skill covers:
- SHAP and LIME for feature importance
- Confidence scoring and interpretation
- Calibration techniques
- Explainability for different model types
- LLM-specific explainability
- Presenting explanations to users
- Tools (SHAP, LIME, InterpretML, Captum)
- Real-world explainability examples
For confidence-specific topics, also see:
- Confidence thresholds in `44-ai-governance/human-approval-flows`
- Model risk management in `44-ai-governance/model-risk-management`
---
## Related Skills
* `44-ai-governance/model-explainability` (Main skill)
* `44-ai-governance/human-approval-flows`
* `44-ai-governance/model-risk-management`
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
