On the explanatory power of Boolean decision trees.
Gilles AudemardSteve BellartLouenas BouniaFrédéric KoricheJean-Marie LagniezPierre MarquisPublished in: Data Knowl. Eng. (2022)
Keyphrases
- explanatory power
- decision trees
- modular structure
- machine learning
- decision tree induction
- real valued
- predictive accuracy
- machine learning algorithms
- decision tree learning
- computational complexity
- naive bayes
- boolean functions
- logistic regression
- decision rules
- training data
- ensemble methods
- decision tree algorithm
- data mining methods
- boolean logic
- random forest
- data sets
- random forests
- real time
- rule sets
- classification trees
- evolutionary algorithm
- feature construction
- attribute selection
- expert systems
- artificial intelligence
- data mining
- neural network
- redescription mining
- multivariate decision trees