Snowflake SnowPro Advanced: Data Scientist Certification Exam DSA-C02 Question # 6 Topic 1 Discussion

Snowflake SnowPro Advanced: Data Scientist Certification Exam DSA-C02 Question # 6 Topic 1 Discussion

DSA-C02 Exam Topic 1 Question 6 Discussion:
Question #: 6
Topic #: 1

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.


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