Introduce yourself
No response
Describe the issue linked to the documentation
ref uxlfoundation/scikit-learn-intelex#3377
Depending on the shape of the data, Ridge might apply solvers to a dual formulation of the problem instead of the primal, which has different properties, but this is not made clear in the docs:
https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html
Suggest a potential alternative/fix
Documentation should be explicit about behavior in solvers such as which problem formulation they apply it to.
Introduce yourself
No response
Describe the issue linked to the documentation
ref uxlfoundation/scikit-learn-intelex#3377
Depending on the shape of the data, Ridge might apply solvers to a dual formulation of the problem instead of the primal, which has different properties, but this is not made clear in the docs:
https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html
Suggest a potential alternative/fix
Documentation should be explicit about behavior in solvers such as which problem formulation they apply it to.