performing-regression-analysis

Enables regression analysis, model building, and performance reporting on datasets.

• Analyzes data to identify variable relationships.
• Builds regression models (e.g., linear, polynomial).
• Validates model accuracy and reliability.
• Provides performance metrics and insights.

• Leverages regression-analysis-tool plugin.
• Automates model generation and validation.
• Provides performance metrics like R-squared and RMSE.
• Supports prediction of future values.
• Identifies relationships between variables.
• Generates visualizations and trend reports.
• Ensures best practices in model selection.
• Works independently with data tools.

1. 1.Provide a dataset with variables of interest.
2. 2.Specify the type of regression model needed (e.g., linear, polynomial).
3. 3.Request performance metrics or predictions from the model.