Constructing classification trees using column generation.
Murat FiratGuillaume CrognierAdriana F. GaborYingqian ZhangCor A. J. HurkensPublished in: CoRR (2018)
Keyphrases
- column generation
- classification trees
- linear programming
- branch and bound
- decision trees
- training data
- vehicle routing
- constraint programming
- integer program
- linear program
- logistic regression
- set partitioning
- inductive learning
- integer programming
- optimal solution
- vehicle routing problem with time windows
- class distribution
- data sets
- model selection
- neural network
- objective function
- regression trees
- search algorithm
- classification models
- training set
- random forests
- lower bound
- combinatorial optimization
- search space
- evolutionary algorithm
- test set