Which statement is least aligned with verification goals?

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Multiple Choice

Which statement is least aligned with verification goals?

Verification is about confirming data quality and fitness for use, and keeping a record of what was checked. Verifying post-cleaning data accuracy ensures the data still reflect true values after processing. Confirming the data will meet the original purpose checks that the data align with the intended use or decision context. Documenting the results provides an auditable record of the verification activities and findings. Relaxing performance constraints to speed up processing, on the other hand, is about how fast the system runs and may affect processing quality, not about validating the data or its usefulness. It doesn’t constitute a verification activity, so it’s the statement least aligned with verification goals.

Verification is about confirming data quality and fitness for use, and keeping a record of what was checked. Verifying post-cleaning data accuracy ensures the data still reflect true values after processing. Confirming the data will meet the original purpose checks that the data align with the intended use or decision context. Documenting the results provides an auditable record of the verification activities and findings. Relaxing performance constraints to speed up processing, on the other hand, is about how fast the system runs and may affect processing quality, not about validating the data or its usefulness. It doesn’t constitute a verification activity, so it’s the statement least aligned with verification goals.

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