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A loan-assistance model performs well overall but makes more errors for one customer group. What should the business do before expanding deployment?
Published
- Assume a larger model automatically eliminates bias
- Evaluate performance by group and investigate data and process bias
- Remove all monitoring after launch
- Approve deployment solely because average accuracy is high
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