Department of Statistics
Building a Predictive Model
So many choices…
Structure: What type of model?
CART, classification tree
Additive model or regression spline
Identification: Which features to use?
Time lags, “natural” transformations
Combinations of other features
Search: How does one find these features?
Brute force has become cheap.