Department of Statistics
Modeling: Predictive Models
Build the model Identify patterns in training data that predict future observations.
Which features are real? Coincidental?
Evaluate the model How do you know that it works?
During the model construction phase
Only incorporate meaningful features
After the model is built
Validate by predicting new observations