AAIA: Advanced in AI Audit

By Isaca · Question Mode

QuestionQ3

VerifiedAI Operations

An IS auditor is examining a dataset containing fields related to a restaurant's food-delivery process. Which of the following data-preparation techniques should be used to ensure that no individual feature dominates and that all fields are weighted appropriately in the AI model's correlations?

Explanation

Feature scaling places numeric values on comparable ranges, preventing a feature with a comparatively large magnitude or variance from exerting disproportionate influence on correlations and model training.

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