Evolutionary Induction of Cost-Sensitive Decision Trees.
Marek KretowskiMarek GrzesPublished in: ISMIS (2006)
Keyphrases
- cost sensitive
- decision trees
- naive bayes
- decision tree algorithm
- cost sensitive learning
- rule induction
- probability estimates
- misclassification costs
- induction algorithms
- cost sensitive classification
- multi class
- class distribution
- base classifiers
- binary classification
- class imbalance
- machine learning
- training data
- active learning
- probability estimation
- inductive learning
- decision rules
- machine learning algorithms
- classification trees
- text categorization
- text classification
- training set
- ensemble methods
- data mining
- support vector machine
- bayesian networks
- cost sensitive boosting