Hybrid SMOTE-Ensemble Approach for Software Defect Prediction.

Hamad I. Alsawalqah Hossam Faris Ibrahim Aljarah Loai M. Alnemer Nouh Alhindawi

Published in: CSOC (3) (2017)

Keyphrases

software defect prediction
imbalanced data
class imbalance
ensemble learning
class distribution
sample selection bias
active learning
feature selection
feature ranking
support vector machine
nearest neighbor
linear regression
data sets
training data
cost sensitive
ensemble methods