Q3Fundamentals of AI and ML
A company uses Amazon SageMaker to deploy a model that determines whether social media posts contain specific topics. The company must demonstrate how different input features affect the model's behavior. Which SageMaker feature satisfies these requirements?
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B 2
The company needs to show how different input features influence model behavior—this is a requirement for model explainability.
SageMaker Clarify provides:
• Feature attribution (e.g., SHAP values)
• Explainability reports
• Bias detection during training and inference
• Tools to show which inputs most affect predictions
B 1
Straight forward SageMaker Clarify due to its following characteristics:
- Explainability
- Feature importance
- Model transparency
- Understanding predictions
- Bias detection