GroupShapley in python

Question

GroupShapley in python

Billwuzl opened this issue a year ago · 5 comments

Hi!

Many thanks for this awesome project! I am currently working on a python project that requires me to calculate Shapley values of feature groups. Your project, Shapr, is really helpful to me. However, I noticed that the python wrapper does not include the calculation of Group Shapley

May I know when the version that includes Group Shapley in python will be released?

Answer 1 · 2023-07-11T06:29:50.000Z

Hi, thank you for your interest.

I believe it is supposed to work through the group input argument. What kind of error message do you get? I am currently not near a computer.

Answer 2 · 2023-07-12T02:46:28.000Z

Thank you for your timely reply.

https://github.com/NorskRegnesentral/shapr/blob/master/python/shaprpy/explain.py#L116

At line 116 of explain.py, it seems to me that no group list is used.

Answer 3 · 2023-07-12T02:48:44.000Z

When my input includes group list, the same output is given as if group list is not included.

Answer 4 · 2023-09-12T08:50:43.000Z

Looks like wrong arguments in in L117 and L119. Shouldn't this be

        group = maybe_null(group),
        n_batches = maybe_null(n_batches),

?

Answer 5 · 2023-09-12T08:56:39.000Z

Yes, there is a bug here, and what you write above is correct. Unsure if further edits are needed, though. Unfortunately, I have not yet had time to fix it, but will try to prioritize it soon. Feel free to provide a PR.