Bivariate Decision Trees: Smaller, Interpretable, More Accurate.
Rasul KairgeldinMiguel Á. Carreira-PerpiñánPublished in: KDD (2024)
Keyphrases
- decision trees
- machine learning
- predictive accuracy
- decision tree induction
- training data
- high quality
- highly accurate
- random forest
- classification rules
- case study
- computationally efficient
- machine learning algorithms
- prediction accuracy
- constructive induction
- feature construction
- accurate estimation
- data mining methods
- rule sets
- decision rules
- databases
- high accuracy
- feature selection
- social networks
- neural network