Severity classification of software code smells using machine learning techniques: A comparative study.
Ashraf AbdouNagy Ramadan DarwishPublished in: J. Softw. Evol. Process. (2024)
Keyphrases
- source code
- pattern recognition
- software systems
- classification accuracy
- training set
- support vector
- software tools
- software development
- preprocessing
- pattern classification
- machine learning methods
- classification method
- classification scheme
- classification systems
- classification models
- automatic classification
- model selection
- neural network
- image classification
- feature space
- machine learning
- classification process
- software evolution
- tool support
- classification rules
- classification algorithm
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- text classification