AAIA: Advanced in AI Audit

By Isaca · Question Mode

QuestionQ19

AI Auditing Tools and Techniques

Which of the following is the primary benefit of using linear regression in machine learning (ML) when transparency and auditability are required?

Explanation

Linear regression is easy to interpret because its coefficients explicitly quantify each input feature’s linear contribution to the prediction. The model’s logic can therefore be inspected and audited directly.

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