Software defect prediction using cost-sensitive neural network.
Ömer Faruk ArarKürsat AyanPublished in: Appl. Soft Comput. (2015)
Keyphrases
- cost sensitive
- software defect prediction
- class imbalance
- neural network
- class distribution
- cost sensitive learning
- multi class
- misclassification costs
- binary classification
- ensemble learning
- imbalanced data
- active learning
- back propagation
- naive bayes
- artificial neural networks
- sampling methods
- feature ranking
- base classifiers
- support vector machine
- radial basis function
- boosting algorithms
- bp neural network
- rule extraction
- knn
- minority class