6.11 Prediction vs. classification

• Classification vs. prediction (one possible differentiation)
  • Predicted outcome is either categories of qualitative variables vs. or numeric values of quantitative variables
  • Classification: Assign class labels/categories to new observations
  • Prediction: Assign numeric values to new observations
  • New observations: Units/people for which we don’t have data