AI RESEARCH
On Using the Shapley Value for Anomaly Localization: A Statistical Investigation
arXiv CS.LG
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ArXi:2507.21023v2 Announce Type: replace Recent publications have suggested using the Shapley value for anomaly localization for sensor data systems. Using a reasonable mathematical anomaly model for full control, experiments indicate that using a single fixed term in the Shapley value calculation achieves a lower complexity anomaly localization test, with the same probability of error, as a test using the Shapley value for all cases tested. A proof nstrates these