Top-down induction of decision trees: rigorous guarantees and inherent limitations.
Guy BlancJane LangeLi-Yang TanPublished in: CoRR (2019)
Keyphrases
- decision trees
- decision tree induction
- machine learning
- data mining methods
- machine learning algorithms
- random forest
- naive bayes
- predictive accuracy
- random forests
- training data
- decision tree algorithm
- decision tree learning
- training set
- attribute selection
- data sets
- decision tree construction
- ensemble methods
- nearest neighbour
- rule sets
- classification trees
- multivariate decision trees
- rule induction
- logistic regression
- database systems
- case study
- website
- information systems
- search engine
- neural network