pyhealth.interpret.methods.shap#
Overview#
pyhealth.interpret.methods.shap.ShapExplainer provides SHAP (SHapley Additive exPlanations)
attributions for PyHealth models based on coalitional game theory. Consult the class docstring for
detailed guidance, usage notes, and examples. A full workflow is demonstrated in
examples/shap_stagenet_mimic4.py.
API Reference#
- pyhealth.interpret.methods.shap.ShapExplainer#
alias of
Shap