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MLA-C01 · Question #116
MLA-C01 Question #116: Real Exam Question with Answer & Explanation
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Data Preparation for Machine Learning
Question
A company is interested in building a fraud detection model. Currently, the data scientist does not have a sufficient amount of information due to the low number of fraud cases. Which method is MOST likely to detect the GREATEST number of valid fraud cases?
Options
- AOversampling using bootstrapping
- BUndersampling
- COversampling using SMOTE
- DClass weight adjustment
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Topics
#Class Imbalance#Oversampling#SMOTE#Data Preprocessing