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.