I have been wondering about what makes the size of an SGD classifier ~10G. If 
only purpose is that of the estimators to predict, is there a way to cut down 
on 
the attributes that are saved [I was looking to serialize only the necessary 
parts if possible]. Is there a better approach to package such an object [which 
might create a too big of a package to be of much use]?


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