I have 10 features and all of them are numeric.

Does polynomial features only can be used on continuous variables and not on discrete variables??
Out of 10 features which I should pick for creating polynomial features??Choosing criteria..

I should take independent features for creating polynomial features or I should take features which are highly correlated with the dependent Y variable??  

Tags: Feature Engineering, Feature Extraction

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