Q. What is the best kind of feature space?

A. You should avoid having too many similar cohorts in your project, eg Sports Lovers and Sports Enthusiasts. This is because similar cohorts aren't useful as they essentially capture the same data. If your seed cohort has a strong relationship with another highly similar cohort, the model may learn this relationship and ignore the rest.

 

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