On the Effectiveness of Cost Sensitive Neural Networks for Software Defect Prediction.
Muthukumaran KasinathanAmrita DasguptaShirode AbhidnyaLalita Bhanu Murthy NetiPublished in: SoCPaR (2016)
Keyphrases
- cost sensitive
- neural network
- class imbalance
- software defect prediction
- multi class
- misclassification costs
- cost sensitive learning
- binary classification
- class distribution
- naive bayes
- data mining
- support vector machine
- active learning
- nearest neighbor
- small number
- bayesian networks
- boosting algorithms
- feature extraction
- learning algorithm