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38 / 39

Wharton

Department of Statistics

38

Summary of Bankruptcy Model

Automatic, adaptive selection

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Finds patterns that predict new observations

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Predictive, but not easy to explain

Dynamic feature set

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Current research

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Information theory allows changing search space

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Finds more structure than direct search could find

Validation

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Essential only for judging fit.

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Better than “hand-made models” that take years to create.

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