Generating Forecasts

• Running the Forecast Pipeline
• Changes That Invalidate Pipelines
• Invalidating a Single Node in a Pipeline
• Assessing the Accuracy of the Models
  • Overview
  • Example Data
  • Using a Holdout Sample
  • Using an Out-of-Sample Region
  • Selecting Statistics of Fit
• Selecting a Champion Pipeline
  • Model Comparison
  • Pipeline Comparison
• Working with Flat Forecasts