Which regression models can this skill generate?

The skill can generate various types of models, including linear and polynomial regression, based on the structure and complexity of your dataset.

Can I use this for sales forecasting?

Absolutely. It is designed to identify trends in historical data and can be used to project future values like sales, traffic, or resource usage.

How does it handle data preparation?

The skill analyzes your provided data to understand its structure and ensures it is properly processed before attempting to build or validate a model.

Does it provide accuracy metrics for the models?

Yes, it calculates and reports key performance indicators such as R-squared and Root Mean Square Error (RMSE) to ensure model reliability.

Does it require a specific plugin?

Yes, this skill is designed to work specifically with the regression-analysis-tool plugin within the Claude Code ecosystem.

Regression Analysis Tool

Name: Regression Analysis Tool
Author: jeremylongshore

byjeremylongshore

•

883

•

데이터 과학 및 ML

Automates regression modeling and predictive data analysis to identify trends and relationships between variables.

This skill empowers Claude to perform end-to-end regression analysis using the regression-analysis-tool plugin. It streamlines the data science workflow by automatically analyzing datasets, generating appropriate linear or polynomial regression models, and validating accuracy through performance metrics like R-squared and RMSE. Whether you need to forecast sales, predict pricing based on multiple features, or understand the correlation between data points, this skill provides a structured and automated way to derive quantitative insights directly within your terminal.

주요 기능

01Model validation using R-squared and RMSE performance metrics

02Automated reporting on trend equations and model effectiveness

03Comprehensive data structure analysis and preprocessing

04Identification of relationships between independent and dependent variables

05883 GitHub stars

06Automated generation of linear and polynomial regression models

사용 사례

01Predicting real estate pricing based on property features and dimensions

02Analyzing historical sales data to forecast future growth trends

03Evaluating the quantitative impact of specific variables on business KPIs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills regression-analysis-tool

For use in Claude.ai and ChatGPT

Download Skill

주요 기능

01Model validation using R-squared and RMSE performance metrics

02Automated reporting on trend equations and model effectiveness

03Comprehensive data structure analysis and preprocessing

04Identification of relationships between independent and dependent variables

05883 GitHub stars

06Automated generation of linear and polynomial regression models

사용 사례

01Predicting real estate pricing based on property features and dimensions

02Analyzing historical sales data to forecast future growth trends

03Evaluating the quantitative impact of specific variables on business KPIs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills regression-analysis-tool

For use in Claude.ai and ChatGPT

Download Skill