A systematic and comprehensive investigation of methods to build and evaluate fault prediction models.
Erik ArisholmLionel C. BriandEivind B. JohannessenPublished in: J. Syst. Softw. (2010)
Keyphrases
- predictive power
- mathematical models
- machine learning methods
- statistical models
- analytical methods
- artificial intelligence
- machine learning
- cross validation
- learned models
- numerical methods
- qualitative and quantitative
- linear regression
- statistical methods
- complex systems
- benchmark datasets
- parameter estimation
- significant improvement
- learning algorithm
- empirical studies
- model selection
- probabilistic model
- computational cost