Cross-project defect prediction using a connectivity-based unsupervised classifier.
Feng ZhangQuan ZhengYing ZouAhmed E. HassanPublished in: ICSE (2016)
Keyphrases
- defect prediction
- software projects
- project management
- supervised classification
- semi supervised
- decision trees
- case study
- supervised training
- classification process
- support vector machine
- neural network
- supervised learning
- training samples
- training data
- software repositories
- feature space
- learning algorithm
- software development
- connected components
- databases
- feature selection
- classification algorithm
- source code
- training set
- unsupervised learning
- data mining
- data sets
- linear classifiers
- data streams
- support vector
- information systems