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Compliance & Governance

Data Quality

Definition & Explanation

Definition

The suitability of datasets for the intended purpose of an AI system. The EU AI Act requires training, validation, and test data for high-risk systems to meet quality criteria such as relevance, representativeness, completeness, and error-freeness (Article 10).

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