Decision trees with minimal costs.
Charles X. LingQiang YangJianning WangShichao ZhangPublished in: ICML (2004)
Keyphrases
- decision trees
- naive bayes
- decision tree induction
- machine learning
- logistic regression
- decision tree algorithm
- cost sensitive learning
- misclassification costs
- machine learning algorithms
- classification rules
- training data
- multi class
- random forest
- expected cost
- data mining methods
- attribute selection
- feature construction
- decision tree learning
- rule sets
- total cost
- base classifiers
- ensemble methods
- decision rules
- genetic programming
- rough sets
- expert systems
- search engine
- learning algorithm