Oblivious Decision Trees, Graphs, and Top-Down Pruning.
Ron KohaviChia-Hsin LiPublished in: IJCAI (1995)
Keyphrases
- decision trees
- decision tree induction
- post pruning
- pruning methods
- tree construction
- search space
- training data
- reduced error pruning
- graph theory
- high level
- decision rules
- decision tree learning
- graph matching
- graph representation
- pruning power
- feature construction
- graph theoretic
- graph model
- random forest
- attribute selection
- decision tree algorithm
- predictive accuracy
- pruning method
- data mining methods
- complex structures
- graph mining
- rule sets
- naive bayes
- neural network