Verified75% confidenceFactExact time
The theoretical foundation of SHAP (SHapley Additive exPlanations) originates from the fair allocation scheme proposed by Lloyd Shapley in cooperative game theory, for which he received the Nobel Prize in Economics in 1953.
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7/20/2026
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Related Claims
UnverifiedThe theoretical basis of SHAP comes from the concept of Shapley values in cooperative game theory, proposed by Nobel Prize-winning economist Lloyd Shapley in 1953; in 2017, Lundberg and Lee introduced it into the field of machine learning.85% similarVerifiedSHAP (SHapley Additive exPlanations) was proposed by Lundberg and Lee in 2017 and is based on the Shapley value principle from cooperative game theory.80% similarUnverifiedLloyd Shapley won the Nobel Prize in Economics jointly with Alvin Roth for his contributions to game theory and matching theory.68% similarVerifiedThe Gale-Shapley algorithm was proposed by mathematicians David Gale and Lloyd Shapley in 1962, and Shapley received the 2012 Nobel Prize in Economics for this work66% similarUnverifiedThe paper provides an analytical form of Shapley values for weighted naive Bayes (a closed-form analytical solution requiring no sampling).59% similar
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