Classical ML
SHAP
Shapley-value feature attributions - each feature's average marginal contribution across all inclusion orderings.
Why interviewers ask about it
The unique attribution satisfying local accuracy, missingness and consistency. But it explains the *model*, not the world - interventions require a causal design.
Related terms
This term is part of the free AI/ML Engineer interview preparation module - browse the full glossary for every definition.