Interpretable decision trees through MaxSAT.
Josep AlòsCarlos AnsóteguiEduard TorresPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- decision trees
- classification rules
- upper bound
- machine learning
- decision tree induction
- naive bayes
- random forest
- predictive accuracy
- machine learning algorithms
- branch and bound algorithm
- feature construction
- orders of magnitude
- decision tree algorithm
- combinatorial optimization
- logistic regression
- rule induction
- random forests
- attribute selection
- decision rules
- decision tree classifiers
- real time
- boosted decision trees
- decision tree learning
- induction algorithms
- optimization problems
- support vector
- training data
- neural network