Cost-Sensitive Decision Trees with Pre-pruning.
Jun DuZhihua CaiCharles X. LingPublished in: Canadian Conference on AI (2007)
Keyphrases
- cost sensitive
- decision trees
- naive bayes
- decision tree algorithm
- cost sensitive learning
- probability estimates
- misclassification costs
- multi class
- binary classification
- base classifiers
- cost sensitive classification
- class distribution
- active learning
- training data
- probability estimation
- reduced error pruning
- class imbalance
- decision rules
- machine learning algorithms
- text classification
- support vector machine
- training set
- boosting algorithms
- bayesian networks
- cost sensitive boosting
- classification trees
- ensemble methods
- markov random field
- pairwise