Decision trees as partitioning machines to characterize their generalization properties.
Jean-Samuel LeboeufFrédéric LeblancMario MarchandPublished in: NeurIPS (2020)
Keyphrases
- decision trees
- decision tree induction
- naive bayes
- predictive accuracy
- machine learning
- machine learning algorithms
- attribute selection
- random forests
- databases
- decision tree classifiers
- logistic regression
- feature construction
- random forest
- partitioning algorithm
- database
- decision tree algorithm
- classification models
- decision rules
- training data
- database systems
- information systems