Approximating decision trees with value dependent testing costs.
Aline Medeiros SaettlerEduardo Sany LaberFerdinando CicalesePublished in: Inf. Process. Lett. (2015)
Keyphrases
- decision trees
- cost sensitive learning
- decision tree induction
- random forest
- machine learning
- machine learning algorithms
- test cases
- decision rules
- decision tree algorithm
- cost savings
- production cost
- total cost
- ensemble methods
- database
- predictive accuracy
- logistic regression
- test set
- cost function
- rule induction
- software testing
- evolutionary algorithm
- training set
- training data
- social networks
- learning algorithm
- decision tree learning