Unbiased split selection for classification trees based on the Gini Index.

Carolin Strobl Anne-Laure Boulesteix Thomas Augustin

Published in: Comput. Stat. Data Anal. (2007)

Keyphrases

classification trees
decision trees
gini index
logistic regression
inductive learning
misclassification error
training data
regression trees
data sets
information gain
upper bound
neural network
artificial neural networks
graphical models
class distribution
bayes optimal