Evaluating the impact of feature selection consistency in software prediction.
Asad AliCarmine GravinoPublished in: Sci. Comput. Program. (2022)
Keyphrases
- feature selection
- prediction accuracy
- software development
- software architecture
- feature extraction
- software systems
- feature space
- prediction algorithm
- information gain
- software maintenance
- software design
- text categorization
- source code
- irrelevant features
- discriminative features
- software projects
- software tools
- feature subset
- prediction error
- automatic relevance determination
- user interface
- classification accuracy
- dimensionality reduction
- model selection
- text classification
- machine learning
- software package
- parameter optimization
- stepwise regression
- prediction model
- gene expression data
- test cases
- naive bayes
- computer systems
- distributed systems
- mutual information
- feature set
- software engineering
- support vector
- information systems