ESC-Rules: Explainable, Semantically Constrained Rule Sets.
Martin GlauerRobert WestSusan MichieJanna HastingsPublished in: CoRR (2022)
Keyphrases
- rule sets
- rule learning
- decision rules
- classification rules
- association rules
- predictive accuracy
- error rate
- decision trees
- rule generation
- rule base
- rule induction
- rough set theory
- rule extraction
- fuzzy rules
- medical data sets
- membership functions
- discovered rules
- data mining algorithms
- decision lists
- data mining
- redundant rules
- rule induction algorithm
- learning classifier systems
- meta rules
- databases
- fuzzy logic
- evolutionary algorithm