DP-100 · Question #72
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…
The correct answer is B. No. 'Scale and Reduce' is not a recognized sampling strategy for addressing class imbalance. It is not a feature of the Azure Machine Learning Studio sampling module designed for this purpose. To compensate for class imbalance, appropriate techniques include oversampling the…
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Options
- AYes
- BNo
How the community answered
(22 responses)- A18% (4)
- B82% (18)
Explanation
'Scale and Reduce' is not a recognized sampling strategy for addressing class imbalance. It is not a feature of the Azure Machine Learning Studio sampling module designed for this purpose. To compensate for class imbalance, appropriate techniques include oversampling the minority class (e.g., SMOTE), undersampling the majority class, or using class weights. Since 'Scale and Reduce' does not address class imbalance, the solution does not meet the goal.
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