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Exam DP-100 topic 3 question 23 discussion

Actual exam question from Microsoft's DP-100
Question #: 23
Topic #: 3
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Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
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You are creating a new experiment in Azure Machine Learning Studio.
One class has a much smaller number of observations than the other classes in the training set.
You need to select an appropriate data sampling strategy to compensate for the class imbalance.
Solution: You use the Synthetic Minority Oversampling Technique (SMOTE) sampling mode.
Does the solution meet the goal?

  • A. Yes
  • B. No
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Suggested Answer: A 🗳️

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krishna1818
5 months, 2 weeks ago
Selected Answer: A
Yes we can use Synthetic minority oversampling technique
upvoted 2 times
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HotDurian
10 months, 3 weeks ago
Selected Answer: A
Use SMOTE when the class that you want to analyze is underrepresented. https://learn.microsoft.com/en-us/azure/machine-learning/component-reference/smote
upvoted 2 times
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synapse
1 year, 8 months ago
A correct
upvoted 1 times
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santoshpandit
2 years, 4 months ago
correct
upvoted 4 times
...
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