Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects.
Tong WangCynthia RudinPublished in: INFORMS J. Comput. (2022)
Keyphrases
- rule sets
- decision rules
- predictive accuracy
- rule learning
- classification rules
- decision trees
- association rules
- fuzzy rules
- indirect effects
- error rate
- rule generation
- rule induction
- subgroup discovery
- rough set theory
- medical data sets
- membership functions
- data mining algorithms
- rough sets
- bayesian networks
- image processing
- real time
- logic programming
- nearest neighbor
- expert systems
- training data
- data mining