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DCR

Comparison of the overall distribution of synthetic data distances to closest records (DCR) in the original data is one of the possible (dis-)similarity-based privacy tests (having actual holdout records as a reference). Bad synthetic data is when the original target data is perturbed by noise. The DCR is intended to capture such scenarios.

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