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Wharton

Department of Statistics

19

Modeling: Predictive Models

Build the model Identify patterns in training data that predict future observations.

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Which features are real? Coincidental?

Evaluate the model How do you know that it works?

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During the model construction phase

Only incorporate meaningful features

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After the model is built

Validate by predicting new observations

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