Skip to content

Support CalibratedClassifierCV for SHAP#332

Merged
oegedijk merged 1 commit intomasterfrom
feat/calibrated-classifier-279
Feb 5, 2026
Merged

Support CalibratedClassifierCV for SHAP#332
oegedijk merged 1 commit intomasterfrom
feat/calibrated-classifier-279

Conversation

@oegedijk
Copy link
Owner

@oegedijk oegedijk commented Feb 5, 2026

Summary

  • unwrap CalibratedClassifierCV to its fitted base estimator for SHAP
  • use the unwrapped model for SHAP explainers without changing predict_proba behavior
  • add regression test, update release notes and TODO

Testing

  • uv run pytest -q tests/test_classifier_base.py::test_calibrated_classifiercv_uses_tree_shap

Issues

@oegedijk oegedijk merged commit 1a5fc74 into master Feb 5, 2026
12 checks passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

Add support for CalibratedClassifierCV algorithm

1 participant