ConfDTree: Improving Decision Trees Using Confidence Intervals.

Gilad Katz Asaf Shabtai Lior Rokach Nir Ofek

Published in: ICDM (2012)

Keyphrases

confidence intervals
decision trees
sample size
markov chain
stochastic systems
monte carlo
machine learning
roc curve
limit theorems
stopping rules
naive bayes
test set
conditional probabilities
pairwise
variance reduction
active learning
classification accuracy
training data