SHAP Explainer
Category: Trust EU AI Act Reference: Art. 13 Source: 3rd-party (SHAP)
When to Use This Skill
Use this skill when:
- SHAP Explainer tasks - Working on explain machine learning model predictions using shap (shapley additive explanations)
- Compliance assessment - Evaluating AI systems against Art. 13 requirements
- Risk mitigation - Implementing controls for trust risks
Overview
Explain machine learning model predictions using SHAP (SHapley Additive exPlanations). Provide local and global feature importance, dependency plots, and model interpretation.
Key Requirements
Regulatory Context (Art. 13)
This tool supports compliance with the following EU AI Act requirements:
- Assessment - Evaluate current state against Art. 13 requirements
- Implementation - Deploy appropriate controls and measures
- Documentation - Record findings, decisions, and evidence
- Monitoring - Establish ongoing monitoring and review processes
Assessment Checklist
- Identify applicable Art. 13 requirements
- Assess current compliance status
- Document gaps and findings
- Develop remediation plan
- Implement required controls
- Verify effectiveness of measures
- Maintain ongoing documentation
Integration Notes
Source Type: 3rd-party (SHAP) Category: Trust
Source: DTMC-marketplace/governance — distributed by TomeVault.