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Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.

Maximilian MuschalikFabian FumagalliBarbara HammerEyke Hüllermeier
Published in: CoRR (2024)
Keyphrases
  • efficient computation
  • computational efficiency
  • tree ensembles
  • database
  • multi agent
  • databases
  • database systems
  • feature extraction
  • machine learning methods