Predicting Nearly As Well As the Best Pruning of a Decision Tree.
David P. HelmboldRobert E. SchapirePublished in: Mach. Learn. (1997)
Keyphrases
- decision trees
- tree construction
- decision tree induction
- pruning methods
- post pruning
- reduced error pruning
- predictive accuracy
- logistic regression
- decision tree algorithm
- machine learning
- naive bayes
- search space
- pruning method
- decision tree learning
- decision tree algorithms
- decision tree classifiers
- decision forest
- information extraction
- tree pruning
- training data
- decision table
- classification models
- data structure
- training set
- pruning strategy
- bayesian classifier
- random forest