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Wharton

Department of Statistics

10

Over-confidence?

Over-fitting

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Model fits the training data too well – better than it can predict the future.

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Greedy fitting procedure       “Optimization capitalizes on chance”

Some intuition

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Coincidences

Cancer clusters, the “birthday problem”

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Illustration with an auction

What is the value of the coins in this jar?

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