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What does SMOTE do?

A Generates synthetic examples of the minority class
B Removes majority class examples
C Scales features to zero mean
D Selects the most important features

Answer

Generates synthetic examples of the minority class

It must be applied inside the cross-validation fold, on training data only. Applying it before splitting leaks synthetic examples into validation.

All Machine Learning MCQs

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