HTILDE: scaling up relational decision trees for very large databases.
Carina LopesGerson ZaveruchaPublished in: SAC (2009)
Keyphrases
- decision trees
- relational data
- relational databases
- machine learning
- decision tree induction
- predictive accuracy
- naive bayes
- rule induction
- machine learning algorithms
- random forest
- feature construction
- training data
- data model
- relational learning
- attribute selection
- constructive induction
- random forests
- data mining methods
- decision rules
- statistical relational learning
- relational queries
- induction algorithms
- relational model
- logistic regression