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Wharton

Department of Statistics

21

Building a Predictive Model

So many choices…

Structure: What type of model?

Neural net

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.

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