On Pruning and Averaging Decision Trees.

Jonathan J. Oliver David J. Hand

Published in: ICML (1995)

Keyphrases

decision trees
post pruning
tree construction
reduced error pruning
decision tree induction
pruning methods
decision tree learning
predictive accuracy
naive bayes

rule induction
logistic regression
machine learning
decision tree algorithm
avoid overfitting
pruning method
training data
tree pruning
random forest

random forests
pruning algorithm
support vector
search space
data mining methods
training set
feature construction
ensemble methods

multivariate decision trees
social networks
constructive induction
case study
attribute selection
pruning strategy
data mining
decision rules