AWS Certification Exam AI Practitioner (Practice Questions) set12
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問題 63 / 65
A financial institution introduced AI-based loan screening, and the rejection rate was high for a particular ethnic group. What is the most likely explanation for this outcome?
①Even without features that directly indicate ethnicity, proxy variables reproduce bias.
②Labeling reflects past discrimination.
③The model is overfitting to the training data.
④A large amount of data is evenly distributed across all groups.
⑤There is an error in the calculation of the evaluation metrics.