SHAP (SHapley Additive exPlanations)
Duplicate columns split credit equally in this symmetric example. Conditional and interventional SHAP can allocate dependent-feature credit differently.
Duplicate columns split credit equally in this symmetric example. Conditional and interventional SHAP can allocate dependent-feature credit differently.
Three different questions wear the sentence “which features matter”.