MLA-C01 · Question #160
MLA-C01 Question #160: Real Exam Question with Answer & Explanation
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Question
An ML engineer is analyzing a classification dataset before training a model in Amazon SageMarker AI. The ML engineer suspects that the dataset has a significant imbalance between class labels that could lead to biased model predictions. To confirm class imbalance, the ML engineer needs to select an appropriate pre-training bias metric. Which metric will meet this requirement?
Options
- AMean square error (MSE)
- BDifference in proportions of labels (DPL)
- CSilhouette score
- DStructural similarity index measure (SSIM)
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