Code smell detection using feature selection and stacking ensemble: An empirical investigation.
Amal AlazbaHamoud AljamaanPublished in: Inf. Softw. Technol. (2021)
Keyphrases
- feature selection
- ensemble learning
- base classifiers
- object detection
- detection algorithm
- text classification
- mutual information
- ensemble classifier
- automatic detection
- multi class
- model selection
- source code
- feature set
- false alarms
- detection accuracy
- text categorization
- machine learning
- combining classifiers
- ensemble feature selection
- classification accuracy
- ensemble methods
- feature extraction
- random forest
- anomaly detection
- training data
- support vector
- information gain
- ensemble classification
- data sets
- irrelevant features
- learning algorithm
- multi task
- feature space
- feature subset
- false positives
- open source
- naive bayes
- dimensionality reduction