Learning Decision Trees with Flexible Constraints and Objectives Using Integer Optimization.
Sicco VerwerYingqian ZhangPublished in: CPAIOR (2017)
Keyphrases
- decision trees
- supervised learning
- learning algorithm
- learning process
- prior knowledge
- optimization algorithm
- learning tasks
- optimal solution
- decision tree learning
- knowledge acquisition
- feature construction
- multiple objectives
- decision tree learning algorithm
- neural network
- constrained optimization
- concept learning
- inductive learning
- constraint programming
- learning systems
- optimization problems
- data mining