Top-down induction of decision trees: rigorous guarantees and inherent limitations.
Guy BlancJane LangeLi-Yang TanPublished in: Electron. Colloquium Comput. Complex. (2019)
Keyphrases
- decision trees
- decision tree induction
- machine learning algorithms
- training data
- predictive accuracy
- random forest
- machine learning
- rule induction
- decision tree learning
- decision tree algorithm
- naive bayes
- attribute selection
- website
- logistic regression
- decision rules
- data mining methods
- feature construction
- data sets
- classification rules
- mathematical foundations
- constructive induction
- data streams
- multiscale
- decision tree construction
- boosted decision trees