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Explainability and Transparency
Grade Level
Computer Science
HSCS.232 Explainability and Transparency
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A model explanation says, 'The system considered 1,876 variables.' Why is that weak as a user-facing explanation?
A
Users should always receive more variables instead of fewer.
B
A larger variable count is the same as a counterfactual explanation
C
It gives complexity without translating the most relevant factors, uncertainty, or limits into understandable terms.
D
The number of variables proves the model is fair.
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