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DP-100 · Question #88
DP-100 Question #88: Real Exam Question with Answer & Explanation
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Design and prepare a machine learning solution
Question
You are building a binary classification model by using a supplied training set. The training set is imbalanced between two classes. You need to resolve the data imbalance. What are three possible ways to achieve this goal? Each correct answer presents a complete solution NOTE: Each correct selection is worth one point.
Options
- APenalize the classification
- BResample the data set using under sampling or oversampling
- CGenerate synthetic samples in the minority class.
- DUse accuracy as the evaluation metric of the model.
- ENormalize the training feature set.
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Topics
#Data Imbalance#Classification#Resampling#Synthetic Data