SW StudyWalks

Artificial Intelligence  /  AI 0411  ·  Atom · ~20 seconds

Overfitting

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A learner overfits when it extracts regularities truly present in the training pile but absent from the world — training performance rises while real performance falls.

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Every festival day in training sold out — true, both of them — and the learner promoted the accident into a rule.

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Small samples brim with meaningless patterns; deep enough elaboration can memorize any pile, accidents included.