A Theory of Value for Value-Based Feature Selection in Software Engineering.
Pilar RodríguezCathy UrquhartEmilia MendesPublished in: IEEE Trans. Software Eng. (2022)
Keyphrases
- software engineering
- feature selection
- theoretical basis
- support vector
- programming language
- artificial intelligence
- formal methods
- theoretical framework
- software systems
- multi class
- support vector machine
- feature space
- general theory
- software maintenance
- high dimensionality
- reverse engineering
- software design
- information gain
- feature selection algorithms
- model selection
- unsupervised feature selection
- computational model
- naive bayes
- text categorization
- human computer interaction
- data sets
- text classification
- software development
- mutual information
- dimensionality reduction
- object oriented
- training set
- machine learning
- databases