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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 complaint about female employees in the company
A training session on how to interview candidates
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
Candidates with more experience
Female candidates
Older candidates
Explanation:
Jessica says, “the model favors male candidates more than female.”
3.
What does Jessica recommend to reduce the bias?
Changing the accuracy target
Hiring only female candidates
Removing the model from use immediately
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 favors female candidates more than male candidates
It is completely fair and needs no changes
It is so inaccurate that it cannot be used
It has a small bias that should still be corrected
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?
Neither accuracy nor fairness will change
Accuracy may drop slightly, but fairness will improve
Fairness will decrease, but accuracy will improve
Accuracy will definitely increase a lot
Explanation:
Jessica states that accuracy may drop slightly, but fairness will improve.
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