Provable Guarantees on the Robustness of Decision Rules to Causal Interventions.
Benjie WangClare LyleMarta KwiatkowskaPublished in: CoRR (2021)
Keyphrases
- decision rules
- rough sets
- decision trees
- positive and negative
- decision table
- rough set theory
- rule learning
- rule sets
- rule induction
- causal bayesian networks
- statistical decision theory
- rough sets theory
- bayesian networks
- real time
- rough set model
- possibilistic networks
- causal relationships
- neural network
- data sets
- attribute oriented