Hi all,
Is it ok to transform two way interractions?
Thanks
Sure. Mathematically, you can transform any effect you want. However, the resulting effect might be difficult to interpret.
A log transformation of an interaction might be reasonable because log(X*Y) = log(X) + log(Y).
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
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