Feature selection using firefly algorithm in software defect prediction.
M. AnbuG. S. Anandha MalaPublished in: Clust. Comput. (2019)
Keyphrases
- software defect prediction
- firefly algorithm
- feature ranking
- feature selection
- ensemble learning
- convergence speed
- imbalanced data
- sample selection bias
- class imbalance
- filter design
- text categorization
- classification accuracy
- text classification
- generalization ability
- support vector
- high dimensionality
- convergence rate
- neural network
- training set
- ensemble classifier
- feature selection algorithms
- base classifiers
- differential evolution
- missing values
- cross validation
- benchmark datasets
- least squares