CDClassifer consistency
arthurmensch opened this issue · 1 comments
arthurmensch commented
The API of CDClassifier and SAG(A)Classifier should be uniformized.
For the moment, the objective of CDClassifier is parametrized by C, loss alpha and penalty,
whereas SAG(A)Classifier sets C = 1 / n_samples, uses beta instead of alpha and a specific alpha to add a ridge regularization. Wouldn't it be better to align the CDClassifier API on the SAG(A)Classifier ?
fabianp commented
+1 from me.