Agent skill
Confidence Scoring
See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/confidence-scoring-amnadtaowsoam-cerebratechai-claude-2
SKILL.md
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-flows44-ai-governance/model-risk-management
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