A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees.
Philippe LencaStéphane LallichThanh-Nghi DoNguyen-Khang PhamPublished in: PAKDD (2008)
Keyphrases
- class imbalance
- decision trees
- cost sensitive learning
- class distribution
- imbalanced datasets
- binary classification problems
- active learning
- imbalanced data
- cost sensitive
- small disjuncts
- high dimensionality
- decision tree induction
- naive bayes
- majority class
- concept drift
- training data
- data sets
- misclassification costs
- minority class
- attribute selection
- feature selection
- text classification