On the Explanatory Power of Decision Trees.
Gilles AudemardSteve BellartLouenas BouniaFrédéric KoricheJean-Marie LagniezPierre MarquisPublished in: CoRR (2021)
Keyphrases
- explanatory power
- decision trees
- modular structure
- random forest
- predictive accuracy
- logistic regression
- decision tree induction
- data mining methods
- rule induction
- computational complexity
- machine learning
- decision tree algorithm
- training data
- decision rules
- information systems
- genetic algorithm
- constructive induction
- feature construction
- decision tree learning
- multivariate decision trees
- information retrieval
- rule sets
- random forests
- classification rules
- classification trees
- machine learning algorithms
- naive bayes
- hidden markov models
- expert systems
- metadata
- knowledge base
- decision tree construction
- concept drifting data streams
- database