you only need coef_ and intercept_ to make predictions but not much else should
be stored. if there is a gain from storing coef yourself it is probably a bug.
what is the number of features and classes?
Ark <[email protected]> schrieb:
>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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