Individual skill
performing-regression-analysis
Execute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generates appropriate regression models (linear, polynomial, etc.), validates the models, and provides performa... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.
plugins/ai-ml/regression-analysis-tool/skills/performing-regression-analysis/SKILL.md
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- Last checked
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- Repository last updated
- Nov 12, 2026
- License
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- ai Declared skill tag
- performing-regression Declared skill tag
- engineering Derived category
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SKILL.mdcore · 3,775 bytesassets/README.mddoc · 270 bytesassets/example_dataset.csvasset · 780 bytesassets/model_visualization_template.pyruns · 5,390 bytesreferences/README.mddoc · 67 bytesscripts/README.mddoc · 506 bytesscripts/evaluate_model.pyruns · 12,346 bytesscripts/generate_model.pyruns · 12,370 bytesscripts/validate_data.pyruns · 14,760 bytes
Read excerpt
# Regression Analysis Tool
Perform regression analysis by building and validating linear, polynomial, and other regression models to uncover variable relationships and predict continuous outcomes.
## Overview
analyze data, build regression models, and provide insights into the relationships between variables. It leverages the regression-analysis-tool plugin to automate the process and ensure best practices are followed.
## How It Works
1. **Data Analysis**: Claude analyzes the provided data to understand its structure and identify potential relationships between variables.
2. **Model Generation**: Based on the data, Claude generates appropriate regression models (e.g., linear, polynomial).
3. **Model Validation**: Claude validates the generated models to ensure their accuracy and reliability.
4. **Performance Reporting**: Claude provides performance metrics and insights into the model's effectiveness.
