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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does LIME stand for?
💡 Hint: Think about a tool that helps explain individual predictions.
Question 2
Easy
Name one industry where post-hoc methods are important.
💡 Hint: Consider areas where decisions impact lives.
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 the acronym LIME represent?
- Large Interpretative Model Explanations
- Local Interpretable Model-agnostic Explanations
- Lasting Interpretation of Machine Events
💡 Hint: Focus on individual predictions.
Question 2
True or False: SHAP is based on game theory principles.
- True
- False
💡 Hint: Recall how features contribute to predictions like players do in a game.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a scenario where LIME could significantly impact a medical diagnosis AI's acceptance in a hospital. What are the factors to consider?
💡 Hint: Think about the implications of healthcare decisions.
Question 2
Assess the implications of using SHAP on a credit scoring model. What ethical considerations might arise?
💡 Hint: Analyze how data representation impacts outcomes.
Challenge and get performance evaluation