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Overfitting

Adapting too closely to training noise or reused evaluation feedback.

Learn → Try → ExplainReviewed 2026-10-15
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Example

A model can have excellent training accuracy but poor performance on appropriate unseen records.

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Check your understanding

Write your own example from a current course. Explain what could go wrong if this concept were ignored. Compare the population, time boundary and units to the case definition.

Make the reasoning yours.

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