Learning Optimal Classification Trees Using a Binary Linear Program Formulation.
Sicco VerwerYingqian ZhangPublished in: BNAIC/BENELEARN (2019)
Keyphrases
- linear program
- linear programming
- optimal solution
- learning algorithm
- dynamic programming
- mixed integer linear program
- learning tasks
- supervised learning
- learning problems
- mixed integer
- active learning
- knowledge acquisition
- reinforcement learning
- classification trees
- lagrange multipliers
- decision trees
- approximate dynamic programming
- semi infinite
- machine learning