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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is SHAP and what does it stand for?
💡 Hint: Think about the role of Shapley in cooperative game theory.
Question 2
Easy
How does SHAP assign contributions to features?
💡 Hint: Consider the analogy of team players contributing to a win.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does SHAP stand for?
- SHapley Additive Explanation
- SHapley Additive exPlanations
- SHapley AI Predictive
💡 Hint: Remember the cooperative game theory concept!
Question 2
Are SHAP values additive?
- True
- False
💡 Hint: Think of how team contributions add up to the final score in a game.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Analyze how SHAP can identify bias in a medical diagnosis model trained on historical data. Describe the process step-by-step.
💡 Hint: Consider how historical data can introduce bias.
Question 2
Design a strategy using SHAP to ensure an AI hiring tool is fair and unbiased. Include steps for implementation and monitoring.
💡 Hint: Think about how feature assessment can prompt ethical adjustments.
Challenge and get performance evaluation