Software defect prediction using ensemble learning on selected features.
Issam H. LaradjiMohammad AlshayebLahouari GhoutiPublished in: Inf. Softw. Technol. (2015)
Keyphrases
- software defect prediction
- selected features
- ensemble learning
- random forest
- feature selection
- ensemble methods
- feature set
- feature subset selection
- decision trees
- cross validation
- feature subset
- generalization ability
- base classifiers
- svm classifier
- classification method
- classification accuracy
- neural network
- feature ranking
- feature selection algorithms
- ensemble classifier
- multi class
- extracted features
- classification rate
- imbalanced data
- support vector machine
- concept drift
- learning algorithm
- face recognition
- machine learning