Combining Feature Selection and Ensemble Learning for Software Quality Estimation.
Kehan GaoTaghi M. KhoshgoftaarRandall WaldPublished in: FLAIRS Conference (2014)
Keyphrases
- ensemble learning
- quality estimation
- feature selection
- ensemble feature selection
- generalization ability
- ensemble classifier
- ensemble methods
- software defect prediction
- random forest
- base classifiers
- concept drift
- naive bayes
- quality metrics
- feature subset
- feature extraction
- decision trees
- mutual subspace method
- data sets
- machine learning methods
- support vector
- machine learning
- data distribution
- high dimensional
- pattern recognition