Snowflake Exam DSA-C02 Topic 1 Question 17 Discussion

Actual exam question for Snowflake's DSA-C02 exam

Question #: 17
Topic #: 1

[All DSA-C02 Questions]

You are training a binary classification model to support admission approval decisions for a college degree program.

How can you evaluate if the model is fair, and doesn't discriminate based on ethnicity?

AEvaluate each trained model with a validation dataset and use the model with the highest accuracy score.

BRemove the ethnicity feature from the training dataset.

CCompare disparity between selection rates and performance metrics across ethnicities.

DNone of the above.

Show Suggested Answer

Suggested Answer: C

By using ethnicity as a sensitive field, and comparing disparity between selection rates and performance metrics for each ethnicity value, you can evaluate the fairness of the model.

by Augustine at Apr 27, 2024, 03:32 PM

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Georgene

1 days ago

Yeah, evaluating a binary classification model for fairness.

upvoted 0 times

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Leonardo

2 days ago

Did you see that question about evaluating model fairness?

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