A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction.
Huanjing WangTaghi M. KhoshgoftaarAmri NapolitanoPublished in: ICMLA (2010)
Keyphrases
- software defect prediction
- ensemble learning
- imbalanced data
- feature ranking
- ensemble methods
- generalization ability
- base classifiers
- random forest
- concept drift
- decision trees
- ensemble classifier
- linear regression
- benchmark datasets
- random forests
- feature selection
- sample selection bias
- neural network
- data sets
- least squares
- support vector machine
- learning algorithm