Using Class Imbalance Learning for Software Defect Prediction.

Shuo Wang Xin Yao

Published in: IEEE Trans. Reliab. (2013)

Keyphrases

software defect prediction
class imbalance
minority class
ensemble learning
cost sensitive learning
imbalanced data
feature ranking
class distribution
concept drift
active learning
random forest
cost sensitive
ensemble methods
generalization ability
feature selection
nearest neighbour
high dimensionality