人工智能与机器学习Official
model-explainability-tool
This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior. The skill leverages techniques like SHAP and LIME to generate explanations. It is useful when debugging model performance, ensuring fairness, or communicating model insights to stakeholders. Use this skill when the user mentions "explain model", "interpret model", "feature importance", "SHAP values", or "LIME explanations".
#ai-ml#Explaining Machine Learning Models#claude-skills#ai-assistant#automation
Version
1.0.0
Files
1 files
Size
3.36 KB
Updated
10/20/2025
Installation
Use Claude Code CLI to install this skill:
/skills/install/model-explainability-toolSkill Information
Author
Anthropic
License
MIT
Type
👥 CommunityCategory
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文件
SKILL.md3.4KB
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