Example-dependent cost-sensitive decision trees.
Alejandro Correa BahnsenDjamila AouadaBjörn E. OtterstenPublished in: Expert Syst. Appl. (2015)
Keyphrases
- cost sensitive
- decision trees
- naive bayes
- decision tree algorithm
- cost sensitive learning
- probability estimates
- misclassification costs
- multi class
- class distribution
- binary classification
- base classifiers
- active learning
- cost sensitive classification
- decision rules
- class imbalance
- training data
- boosting algorithms
- machine learning algorithms
- ensemble methods
- confidence weighted
- classification accuracy
- bayesian networks
- data mining
- cost sensitive boosting
- probability estimation
- support vector machine
- machine learning