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Listening Quiz: Báo Cáo Kiểm Toán Thiên Vị Về Mô Hình Sàng Lọc Tuyển Dụng – Easy Level
Th1 1, 2024
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bởi
Anna Phạm
trong
Tiếng Anh dành cho Nhà khoa học dữ liệu (English for Data Scientist)
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1.
What is the main topic of the conversation?
A sales report about company recruitment costs
A discussion of a recruitment screening model audit and its bias
A training session on how to interview candidates
A complaint about female employees in the company
Explanation:
Jessica presents audit results for a recruitment screening model, focusing on bias and how to fix it.
2.
Which group does the model favor, according to Jessica?
Male candidates
Older candidates
Candidates with more experience
Female candidates
Explanation:
Jessica says, “the model favors male candidates more than female.”
3.
What does Jessica recommend to reduce the bias?
Removing the model from use immediately
Hiring only female candidates
Changing the accuracy target
Retraining the model with balanced data
Explanation:
Jessica recommends retraining the model with balanced data.
4.
What can be inferred about the current model?
It has a small bias that should still be corrected
It favors female candidates more than male candidates
It is completely fair and needs no changes
It is so inaccurate that it cannot be used
Explanation:
Jessica says the bias is small but still important to fix, so the model is not fully fair and should be corrected.
5.
What may happen if the model is retrained with balanced data?
Accuracy may drop slightly, but fairness will improve
Accuracy will definitely increase a lot
Neither accuracy nor fairness will change
Fairness will decrease, but accuracy will improve
Explanation:
Jessica states that accuracy may drop slightly, but fairness will improve.
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