Improving performance with hybrid feature selection and ensemble machine learning techniques for code smell detection.
Shivani JainAnju SahaPublished in: Sci. Comput. Program. (2021)
Keyphrases
- feature selection
- machine learning
- automatic detection
- detection method
- false positives
- text categorization
- source code
- neural network
- feature selection algorithms
- false alarms
- machine learning algorithms
- detection algorithm
- anomaly detection
- object detection
- feature ranking
- support vector machine
- feature space
- unsupervised learning
- text classification
- feature set
- detection rate
- detection accuracy
- random forest
- ensemble learning
- selected features
- ensemble feature selection
- wrapper feature selection
- random forests
- classification models
- mutual information
- multi class
- learning algorithm
- data mining