Complete these exercises to reinforce your learning
Chapter 11 Knowledge Check
Test your understanding of the key concepts from this chapter
Question 1: When evaluating an AI-powered search engine, which metric best combines precision and recall to provide a single measure of model performance?
Question 2: A product manager for a new AI-driven medical diagnosis tool needs to select a primary KPI. Given the high-stakes nature of the product, which of the following metrics should be prioritized to minimize misdiagnosis?
Question 3: What is the primary purpose of A/B testing in the context of AI product management?
Question 4: For an AI product that provides personalized content recommendations, which KPI is most directly associated with the quality and relevance of the recommendations?
Question 5: Which of the following is considered a "counter-metric" when optimizing for user engagement on an AI-powered social media feed?