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AIF-C01 · Question #281
AIF-C01 Question #281: Real Exam Question with Answer & Explanation
The correct answer is A: Present the model Shapley values.. Presenting the model Shapley values provides transparency and explainability by showing how each feature contributes to individual predictions, helping stakeholders understand the reasoning behind the model’s outputs.
Submitted by daniela_cl· Mar 30, 2026
Question
An AI practitioner is building an ML model. The AI practitioner wants to provide model transparency and explainability to stakeholders. Which solution will meet these requirements?
Options
- APresent the model Shapley values.
- BProvide the model accuracy measure.
- CProvide the model confusion matrix.
- DProvide a secure model inference endpoint.
Explanation
Presenting the model Shapley values provides transparency and explainability by showing how each feature contributes to individual predictions, helping stakeholders understand the reasoning behind the model’s outputs.
Topics
#ML explainability#Model transparency#Shapley values
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