Scikit-learn RandomizedLasso and RandomizedLogisticRegression Deprecated

Question

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?

Answer 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 :)