Shapley value

GPTKB entity

Statements (34)
Predicate Object
gptkbp:instanceOf concept
solution concept in cooperative game theory
gptkbp:appliesTo cooperative games
gptkbp:characterizedBy gptkb:symmetry
efficiency
additivity
dummy player property
gptkbp:field gptkb:mathematics
economics
game theory
gptkbp:form weighted average of marginal contributions
gptkbp:generalizes gptkb:Banzhaf_value
core of a game
gptkbp:hasApplication network analysis
resource allocation
cost allocation in cooperative games
credit assignment
feature importance in machine learning
gptkbp:hasAxiom gptkb:Lloyd_Shapley
https://www.w3.org/2000/01/rdf-schema#label Shapley value
gptkbp:introducedIn 1953
gptkbp:namedAfter gptkb:Lloyd_Shapley
gptkbp:publishedIn gptkb:Contributions_to_the_Theory_of_Games_II
gptkbp:relatedTo gptkb:machine_learning
cost sharing
allocation problems
voting power
gptkbp:usedFor fair division of payoffs
gptkbp:usedIn gptkb:explainable_AI
gptkbp:bfsParent gptkb:Harlow_Shapley
gptkb:Game_theory
gptkb:Lloyd_Shapley
gptkb:Game_Theory
gptkbp:bfsLayer 5