MAIF / shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

https://maif.github.io/shapash/

Apache License 2.0

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fix bug on TreeExplainer selection #515

Closed guillaume-vignal closed 9 months ago

guillaume-vignal commented 9 months ago

Description

The masker is put to None when testing if we can use a TreeExplainer.

Fixes #514

Type of change

Please delete options that are not relevant.

[x] Bug fix (non-breaking change which fixes an issue)
[ ] New feature (non-breaking change which adds functionality or feature that would cause existing functionality to not work as expected)
[ ] This change requires a documentation update

Test Configuration:

OS: linux
Python version: 3.9
Shapash version: 2.4.0

Checklist:

[x] My code follows the style guidelines of this project
[x] I have performed a self-review of my own code
[x] I have commented my code, particularly in hard-to-understand areas
[x] I have made corresponding changes to the documentation
[x] My changes generate no new warnings
[x] I have added tests that prove my fix is effective or that my feature works
[x] New and existing unit tests pass locally with my changes
[x] Any dependent changes have been merged and published in downstream modules