The impact of using biased performance metrics on software defect prediction research.

Jingxiu Yao Martin J. Shepperd

Published in: Inf. Softw. Technol. (2021)

Keyphrases

software defect prediction
sample selection bias
software defect
ensemble learning
imbalanced data
feature ranking
class imbalance
unlabeled data
semi supervised learning
learning algorithm
prediction accuracy
data sets
prior knowledge
multi class
machine learning algorithms
logistic regression