I was trying to avoid creating a new estimator with a name that suggests `LogisticRegression` cannot handle the multiclass case; but I agree with your points and actually the parametrization is a bit different as well (I don't penalize the intercept like Liblinear and `intercept_scaling` is ignored). I'll refactor.