A systematic review of unsupervised learning techniques for software defect prediction.
Ning LiMartin J. ShepperdYuchen GuoPublished in: Inf. Softw. Technol. (2020)
Keyphrases
- systematic review
- software defect prediction
- unsupervised learning
- ensemble learning
- empirical studies
- sample selection bias
- imbalanced data
- feature ranking
- supervised learning
- class imbalance
- feature selection
- semi supervised
- model selection
- expectation maximization
- semi supervised learning
- object recognition
- dimensionality reduction
- machine learning
- support vector
- neural network
- random forest
- logistic regression
- multi class