Software Engineering with Computational Intelligence and Machine Learning A Novel Software Metric Selection Technique Using the Area Under ROC Curves.
Taghi M. KhoshgoftaarKehan GaoPublished in: SEKE (2010)
Keyphrases
- computational intelligence
- roc curve
- software engineering
- machine learning
- software systems
- software development
- receiver operating characteristic
- artificial intelligence
- roc analysis
- object oriented
- probability estimation
- evaluation measures
- source code
- model selection
- machine learning methods
- decision trees
- receiver operator characteristic
- maximum likelihood
- class distribution
- statistical methods
- supervised learning
- feature selection
- learning algorithm