The Paper regarding die SHAP value gives a formula for the Shapley Values in (4) and for SHAP values apparently (?) in (8)

Still I dont really understand the difference between Shapley and SHAP values. As far as i understand for Shapley I need to retrain my Model on each possible subset of parameters and for SHAP i am just using the basic model trained on all parameters. Is that it? So SHAP is computationally easier?

  • 2
    $\begingroup$ shapley values represent the contribution of features/players in certain prediction/reward. Shap has incorporated this concept to find the features importance in machine learning context. $\endgroup$
    – farheen
    Dec 9, 2019 at 13:36
  • 1
    $\begingroup$ The same question is answered here -> stackoverflow.com/questions/58203472/… $\endgroup$
    – Janosch
    Jun 27, 2023 at 12:49


Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.