T-Rex (Tree-Rectangles): Reformulating Decision Tree Traversal as Hyperrectangle Enclosure.
Meghana MadhyasthaTamas BudavariVladimir BravermanJoshua T. VogelsteinRandal C. BurnsPublished in: ICDE (2024)
Keyphrases
- decision trees
- tree structure
- tree construction
- decision tree learning
- decision tree classifiers
- classification trees
- decision tree learning algorithm
- leaf nodes
- tree structures
- data structure
- bounding rectangle
- tree induction
- regression trees
- naive bayes
- r tree
- decision tree learners
- binary tree
- index structure
- logistic regression
- predictive accuracy
- random forest
- decision forest
- decision tree algorithm
- decision tree induction
- tree search
- induction algorithms
- machine learning algorithms
- multivariate decision trees
- packing problem
- b tree
- training data
- fuzzy decision trees
- axis parallel
- data sets
- hierarchical structure
- bayesian networks
- search algorithm
- tree models
- structured data
- decision rules