> If I understand you correctly, one way to reconcile the difference
> between the two interpretations (multinomial vs binomial) would be to
> binarize first my boolean input variable:

Just for the sake of clarity: I meant to add the complement to my
input variable (i.e. as a second feature), rather than "binarize a
boolean variable", which doesn't make much sense..

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