Preprocessing

nounverified·updated May 18, 2026

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Transforming the data so that the underlying discrimination is mitigated. This method can be used if a modeling pipeline is allowed to modify the training data.

Framework senses

2 senses across 2 frameworks

General Data Protection RegulationEU1 senseview framework →

§1 · EU: Any operation or set of operations performed on personal data, whether or not by automated means
mandatory

Towards a Standard for Identifying and Managing Bias in Artificial Intelligence1 senseview framework →

§1: Transforming the data so that the underlying discrimination is mitigated. This method can be used if a modeling pipeline is allowed to modify the training data.