A Systematic Review of Unsupervised Learning Techniques for Software Defect Prediction.
Ning LiMartin J. ShepperdYuchen GuoPublished in: CoRR (2019)
Keyphrases
- systematic review
- software defect prediction
- unsupervised learning
- ensemble learning
- empirical studies
- imbalanced data
- supervised learning
- sample selection bias
- feature ranking
- class imbalance
- dimensionality reduction
- semi supervised learning
- feature selection
- machine learning
- generalization ability
- object recognition
- expectation maximization
- active learning
- least squares
- multi class