Multivariate logistic regression prediction of fault-proneness in software modules.
Goran MausaTihana Galinac GrbacBojana Dalbelo BasicPublished in: MIPRO (2012)
Keyphrases
- logistic regression
- software modules
- software metrics
- prediction accuracy
- linear support vector machines
- support vector
- logistic regression models
- loss function
- decision trees
- feature ranking
- naive bayes
- development effort
- software components
- odds ratio
- software projects
- regression model
- fold cross validation
- software systems
- software quality
- prognostic models
- reverse engineering
- software engineering
- bayesian networks
- similarity measure