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Feature engineering basics
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630.
Purpose of Feature Engineering
easy
What is the primary goal of feature engineering?
A
To generate synthetic training samples that augment the dataset and improve model robustness
B
To normalize all features to a common scale so the model treats them equally during training
C
To reduce the number of features in a dataset by removing redundant or correlated variables
D
To transform raw data into representations that better expose the underlying structure to a model
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