问题
I noticed that linear_model.RandomizedLasso and linear_model.RandomizedLogisticRegression which implement stability selection for lasso regression have been deprecated. Does anyone know why? Is stability selection not a sound method?
回答1:
Scikit-learn is developed as open-source and with high standards. This means, that most decisions are transparent.
So you can check out their repo @ github and with some search you will find:
- the discussion which lead to deprecation
- a newer discussion discussing re-adding it
- Citation: The users are revolting at #8995 :)
来源：https://stackoverflow.com/questions/46082474/scikit-learn-randomizedlasso-and-randomizedlogisticregression-deprecated