Code smell severity classification using machine learning techniques.
Francesca Arcelli FontanaMarco ZanoniPublished in: Knowl. Based Syst. (2017)
Keyphrases
- classification accuracy
- pattern recognition
- machine learning
- training set
- support vector
- feature vectors
- pattern classification
- cross validation
- classification algorithm
- machine learning methods
- supervised learning
- decision trees
- automatic classification
- classification process
- incremental learning
- classification models
- classification method
- classification scheme
- class labels
- support vector machine svm
- feature extraction
- feature selection
- benchmark datasets
- svm classifier
- training samples
- decision rules
- text classification
- image classification
- feature set
- feature space
- benchmark data sets
- clustering algorithm
- computer vision
- data sets