Skip to content

Fix TreeSHAPIQ for non-SII based indices. #408

New issue
New issue
Open
0 of 1 issue completed
Open
Fix TreeSHAPIQ for non-SII based indices.#408
0 of 1 issue completed
Labels
bug 💣Something isn't workingexplainer 🔍All issues that are linked to explainershelp wanted 🙏Extra attention is needed
Milestone
1.4.0
@mmschlk

Description

@mmschlk
mmschlk
opened on Jun 20, 2025

Currently TreeSHAP-IQ does only work for indices derived from SII (SII, k-SII, SV). Other indices seem to break the algorithm fail with an error. Currently the indices available to TreeSHAP-IQ and TreeExplainer are limited to the ones that work.

Sub-issues

Metadata

Metadata

Assignees

No one assigned

    Labels

    bug 💣Something isn't workingexplainer 🔍All issues that are linked to explainershelp wanted 🙏Extra attention is needed

    Projects

    shapiq development

    Status

    📋 Backlog

    Milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions