Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method.
Yi PengGang KouGuoxun WangWenshuai WuYong ShiPublished in: Int. J. Inf. Technol. Decis. Mak. (2011)
Keyphrases
- evaluation method
- software defect
- software defect prediction
- ensemble learning
- analytic hierarchy process
- imbalanced data
- evaluation methods
- evaluation model
- feature ranking
- high confidence
- ensemble methods
- ahp method
- neural network
- confidence estimates
- random forest
- credit risk
- base learners
- base classifiers
- training data
- generalization ability
- reliability assessment
- learning algorithm
- concept drift
- fold cross validation
- training set