Two-Stage Cost-Sensitive Learning for Software Defect Prediction.
Mingxia LiuLinsong MiaoDaoqiang ZhangPublished in: IEEE Trans. Reliab. (2014)
Keyphrases
- cost sensitive learning
- class imbalance
- cost sensitive
- active learning
- class distribution
- misclassification costs
- probability estimation
- concept drift
- binary classification
- rule extraction
- feature selection
- high dimensionality
- missing values
- error rate
- decision trees
- sampling methods
- data sets
- imbalanced data
- multi class classification
- learning models
- prediction accuracy
- machine learning algorithms
- multi class
- training data