Pruning Decision Trees via Max-Heap Projection.
Zhi NieBinbin LinShuai HuangNaren RamakrishnanWei FanJieping YePublished in: SDM (2017)
Keyphrases
- decision trees
- post pruning
- reduced error pruning
- tree construction
- data structure
- decision tree induction
- pruning methods
- naive bayes
- suffix tree
- predictive accuracy
- training data
- search space
- projection method
- random forest
- decision tree learning
- decision rules
- pruning method
- logistic regression
- neural network
- data mining
- machine learning
- decision tree algorithm
- pruning algorithm
- feature construction
- nearest neighbour
- rule induction
- data sets
- machine learning algorithms
- constructive induction
- ensemble methods
- decision tree classifiers
- data mining methods
- tree pruning
- effective pruning
- projection operator
- rule sets
- prediction accuracy