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SHAP is pretty separate IMO. Shapley analysis is really a game theoretical methodology that is model agnostic and is only about determining how individual secti
by szvsw 2y ago
SHAP is pretty separate IMO. Shapley analysis is really a game theoretical methodology that is model agnostic and is only about determining how individual sections of the input contribute to a given prediction, not about how the model actually works internally to produce an output.
As long as you have a callable black box, you can compute Shapley values (or approximations); it does not speak to how or why the model actually works internally.