Bayesian Rule Sets for Interpretable Classification.
Tong WangCynthia RudinFinale Doshi-VelezYimin LiuErica KlampflPerry MacNeillePublished in: ICDM (2016)
Keyphrases
- rule sets
- classification rules
- predictive accuracy
- decision rules
- decision trees
- rule learning
- error rate
- rule generation
- rule induction
- medical data sets
- association rules
- rough set theory
- genetic programming
- pattern recognition
- machine learning
- feature space
- classification algorithm
- fuzzy rules
- support vector
- real time
- classification accuracy
- rule learner
- artificial intelligence
- rough sets
- feature selection
- feature extraction
- decision tree algorithm
- data mining algorithms