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D

Data Leakage

Ethics and SafetyAI Term

Definition

The inadvertent creation of a statistical dependency between the training and testing datasets, often resulting in overly optimistic model performance estimates.

In short: The inadvertent creation of a statistical dependency between the training and testing datasets, often resulting in overly optimistic model performance estimates.

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