Interpretable and Fair Boolean Rule Sets via Column Generation.
Connor LawlessSanjeeb DashOktay GünlükDennis WeiPublished in: CoRR (2021)
Keyphrases
- computational complexity
- column generation
- rule sets
- classification rules
- linear programming
- linear program
- branch and bound
- vehicle routing
- integer programming
- optimal solution
- rule learning
- error rate
- decision rules
- decision trees
- lagrangean relaxation
- integer program
- association rules
- set partitioning
- genetic programming
- constraint programming
- mixed integer programming
- fuzzy rules
- membership functions
- vehicle routing problem with time windows
- linear programming relaxation
- data mining algorithms
- rough set theory
- nearest neighbor
- reinforcement learning
- classification algorithm
- constraint satisfaction
- support vector
- search space
- text categorization
- real world