Rotation Forest in Software Defect Prediction.
Goran MausaNikola BogunovicTihana Galinac GrbacBojana Dalbelo BasicPublished in: SQAMIA (2015)
Keyphrases
- software defect prediction
- ensemble learning
- ensemble methods
- random forest
- imbalanced data
- base classifiers
- feature ranking
- ensemble classifier
- decision trees
- prediction accuracy
- class imbalance
- benchmark datasets
- sample selection bias
- generalization ability
- machine learning methods
- multi class
- naive bayes
- data sets
- neural network
- class distribution
- genetic algorithm
- concept drift