Embedding Decision Trees and Random Forests in Constraint Programming.
Alessio BonfiettiMichele LombardiMichela MilanoPublished in: CPAIOR (2015)
Keyphrases
- random forests
- constraint programming
- decision trees
- random forest
- combinatorial problems
- constraint propagation
- constraint satisfaction problems
- ensemble methods
- logistic regression
- machine learning algorithms
- decision tree ensembles
- constraint satisfaction
- naive bayes
- tree ensembles
- global constraints
- machine learning
- training data
- symmetry breaking
- regression trees
- search strategies
- constraint solver
- finite domain
- randomized trees
- base classifiers
- head pose estimation
- hard and soft constraints
- knowledge discovery
- state space
- np complete