IAPP
AIGP · Question #82
Which of the following elements of feature engineering is most important to mitigate the potential bias in an AI system?
The correct answer is A. Feature selection.. Feature selection is crucial to mitigate bias by carefully choosing attributes that do not introduce unfair or discriminatory information into the AI model.
AI Models and Data
Question
Which of the following elements of feature engineering is most important to mitigate the potential bias in an AI system?
Options
- AFeature selection.
- BFeature validation.
- CFeature transformation.
- DFeature importance analysis.
How the community answered
(43 responses)- A77% (33)
- B14% (6)
- C2% (1)
- D7% (3)
Explanation
Feature selection is crucial to mitigate bias by carefully choosing attributes that do not introduce unfair or discriminatory information into the AI model.
Topics
#feature selection#bias mitigation#feature engineering#ML pipeline
Community Discussion
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