Feature Attribution in Directed Acyclic Graphs Using Edge Intervention

Qiheng Sun, Junxu Liu, Xiaokai Mao +4

Shapley value-based feature attribution methods face challenges in scenarios involving complex feature interactions and causal relationships, even when a causal structure is provid…