From Formal Boosted Tree Explanations to Interpretable Rule Sets.
Jinqiang YuAlexey IgnatievPeter J. StuckeyPublished in: CP (2023)
Keyphrases
- rule sets
- classification rules
- predictive accuracy
- decision rules
- decision trees
- association rules
- rule generation
- rule learning
- rough set theory
- error rate
- rule induction
- rough sets
- genetic programming
- fuzzy rules
- membership functions
- medical data sets
- nearest neighbor
- induction algorithms
- data mining
- active learning
- preprocessing
- data streams
- genetic algorithm
- rule induction algorithm
- data sets