This skill empowers claude 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...
Limited to specific tools
Additional assets for this skill
This skill is limited to using the following tools:
assets/README.mdassets/example_dataset.csvassets/model_visualization_template.pyreferences/README.mdscripts/README.mdscripts/evaluate_model.pyscripts/generate_model.pyscripts/validate_data.pydescription: This skill empowers claude 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... allowed-tools:
This skill enables Claude to 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.
This skill activates when you need to:
User request: "Can you build a regression model to predict house prices based on square footage and number of bedrooms?"
The skill will:
User request: "I need to analyze the sales data for the past year and identify any trends using regression analysis."
The skill will:
This skill works independently using the regression-analysis-tool plugin. It can be used in conjunction with other data analysis and visualization tools to provide a comprehensive understanding of the data.