Unsupervised software defect prediction using signed Laplacian-based spectral classifier.
Aris MarjuniTeguh Bharata AdjiRidi FerdianaPublished in: Soft Comput. (2019)
Keyphrases
- software defect prediction
- sample selection bias
- ensemble learning
- feature ranking
- feature selection
- training data
- ensemble classifier
- linear classifiers
- class labels
- training samples
- decision trees
- imbalanced data
- unlabeled data
- supervised learning
- semi supervised
- support vector
- classification method
- generalization ability
- unsupervised learning
- support vector machine
- training examples
- labeled data
- missing values
- class imbalance
- image classification
- nearest neighbour
- pairwise