Improving software quality estimation by combining feature selection strategies with sampled ensemble learning.
Taghi M. KhoshgoftaarKehan GaoAmri NapolitanoPublished in: IRI (2014)
Keyphrases
- ensemble learning
- selection strategies
- quality estimation
- selection strategy
- generalization ability
- ensemble methods
- base classifiers
- search strategies
- random forest
- feature set
- feature vectors
- concept drift
- text classification
- quality metrics
- support vector machine svm
- data sets
- quality assessment
- reinforcement learning
- image processing