Applying machine learning to software fault-proneness prediction.
Iker GondraPublished in: J. Syst. Softw. (2008)
Keyphrases
- machine learning
- prediction accuracy
- software systems
- software development
- fault detection
- active learning
- prediction model
- machine learning and statistical
- software design
- software tools
- software architecture
- machine learning methods
- support vector machine
- computer science
- inductive logic programming
- artificial intelligence
- quality assurance
- software package
- computer vision
- prediction error
- decision trees
- natural language processing
- data analysis
- fault diagnosis
- knowledge representation
- machine learning algorithms
- model selection
- user interface
- learning systems
- information systems
- machine learning approaches
- computer systems
- supervised learning
- software evolution
- predictive modeling
- protein secondary structure prediction
- open source