An Empirical Investigation on Wrapper-Based Feature Selection for Predicting Software Quality.
Huanjing WangTaghi M. KhoshgoftaarAmri NapolitanoPublished in: Int. J. Softw. Eng. Knowl. Eng. (2015)
Keyphrases
- feature selection
- software quality
- feature ranking
- software quality classification
- software systems
- software projects
- software engineering
- software development
- software metrics
- development process
- quality assurance
- life cycle
- software product
- text categorization
- attribute selection
- machine learning
- high dimensionality
- support vector
- product quality
- feature subset
- wrapper feature selection
- feature space
- feature subset selection
- software project management
- feature selection algorithms
- selected features
- text classification
- classification accuracy
- microarray data
- feature set
- development life cycle
- classification models
- component based development
- feature extraction
- software industry
- dimensionality reduction
- wrapper method
- information gain
- support vector machine
- knn
- database
- multi layer perceptron
- source code
- training set
- open source