Feature-Oriented Defect Prediction: Scenarios, Metrics, and Classifiers.
Mukelabai MukelabaiStefan StrüderDaniel StrüberThorsten BergerPublished in: CoRR (2021)
Keyphrases
- defect prediction
- feature set
- feature weights
- feature selection
- training data
- real world
- feature values
- input features
- feature ranking
- feature vectors
- decision trees
- software repositories
- machine learning algorithms
- weak classifiers
- multiple features
- building blocks
- naive bayes
- support vector
- classification models
- evaluation metrics
- test set
- ensemble learning
- data processing
- data warehouse
- knowledge discovery
- training set
- feature space
- data streams