DSA-C02 Exam Dumps | You are training a binary classification model to support admission approval decisions for a college

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Snowflake.DSA-C02.v2023-12-13.q30
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Question 11/30

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?

A. Evaluate each trained model with a validation datasetand use the model with the highest accuracy score.

B. Remove the ethnicity feature from the training dataset.

C. Compare disparity between selection rates and performance metrics across ethnicities.

D. None of the above.

Correct Answer: C

Explanation
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.

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