Interpretable and Fair Boolean Rule Sets via Column Generation.
Connor LawlessSanjeeb DashOktay GünlükDennis WeiPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- column generation
- rule sets
- classification rules
- branch and bound
- linear program
- linear programming
- decision trees
- decision rules
- integer program
- rule learning
- vehicle routing
- constraint programming
- integer programming
- association rules
- set partitioning
- lagrangean relaxation
- error rate
- rough set theory
- mixed integer programming
- fuzzy rules
- vehicle routing problem with time windows
- optimal solution
- genetic programming
- membership functions
- databases
- dantzig wolfe decomposition
- rule learner
- linear programming relaxation
- search algorithm
- search space
- data mining algorithms
- evolutionary algorithm
- upper bound
- nearest neighbor