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Exam Certified Machine Learning Associate All Questions

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Exam Certified Machine Learning Associate topic 1 question 4 discussion

Actual exam question from Databricks's Certified Machine Learning Associate
Question #: 4
Topic #: 1
[All Certified Machine Learning Associate Questions]

In which of the following situations is it preferable to impute missing feature values with their median value over the mean value?

  • A. When the features are of the categorical type
  • B. When the features are of the boolean type
  • C. When the features contain a lot of extreme outliers
  • D. When the features contain no outliers
  • E. When the features contain no missing values
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Suggested Answer: C 🗳️
by NagaoShingo at June 1, 2024, 6 p.m.

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Deuterium44
2 weeks, 4 days ago
Selected Answer: C
C because if there are a lot of outliers, the mean would be biased and therefore median is a better choice to replace missing values
upvoted 1 times
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NagaoShingo
5 months, 3 weeks ago
Selected Answer: C
C is correct answer.
upvoted 1 times
...

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