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-tool

Skill Information

Author

Anthropic

License

MIT

Type

👥 Community

Category

人工智能与机器学习

文件浏览器

文件

SKILL.md3.4KB

选择一个文件查看内容

Claude Skills Hub - free download Claude Skills - model-explainability-tool