Feature Selection and Software Defect Prediction by Different Ensemble Classifiers.
Natalya ShakhovskaVitaliy YakovynaPublished in: DEXA (1) (2021)
Keyphrases
- software defect prediction
- ensemble classifier
- ensemble learning
- imbalanced data
- feature selection
- ensemble methods
- generalization ability
- concept drift
- random forest
- base classifiers
- feature ranking
- support vector machine
- data sets
- fusion method
- preprocessing step
- multi class
- dimensionality reduction
- change detection
- fitness function
- prediction accuracy
- support vector
- class imbalance
- feature vectors
- training data
- high dimensional
- feature extraction
- data streams